From b4def2ad4b252074ed2fdbd401ae83034a4d34c3 Mon Sep 17 00:00:00 2001 From: chrstfu Date: Mon, 9 Jan 2023 15:33:48 +0000 Subject: [PATCH 01/18] fix: adding OD1 to OD models --- doc/doc_utils/jumpstart_doc_utils.py | 73 ++++++++++++++++------------ 1 file changed, 41 insertions(+), 32 deletions(-) diff --git a/doc/doc_utils/jumpstart_doc_utils.py b/doc/doc_utils/jumpstart_doc_utils.py index 348de7adeb..f86acd3ca3 100644 --- a/doc/doc_utils/jumpstart_doc_utils.py +++ b/doc/doc_utils/jumpstart_doc_utils.py @@ -170,6 +170,14 @@ def get_model_task(id): task_short = id.split("-")[1] return TASK_MAP[task_short] if task_short in TASK_MAP else "Source" +def get_list_model_task(id): + tasks = [] + task = get_string_model_task(id) + tasks.add(task) + if (tasks == Tasks.OD): + tasks.add(Tasks.OD1) + + return tasks def get_string_model_task(id): return id.split("-")[1] @@ -254,7 +262,7 @@ def create_jumpstart_model_table(): for model in sdk_manifest_top_versions_for_models.values(): model_spec = get_jumpstart_sdk_spec(model["spec_key"]) model_task = get_model_task(model_spec["model_id"]) - string_model_task = get_string_model_task(model_spec["model_id"]) + list_model_task = get_list_model_task(model_spec["model_id"]) model_source = get_model_source(model_spec["url"]) file_content_entries.append(" * - {}\n".format(model_spec["model_id"])) file_content_entries.append(" - {}\n".format(model_spec["training_supported"])) @@ -265,39 +273,40 @@ def create_jumpstart_model_table(): " - `{} <{}>`__ |external-link|\n".format(model_source, model_spec["url"]) ) - if (string_model_task, TO_FRAMEWORK[model_source]) in MODALITY_MAP: - file_content_single_entry = [] - - if ( - MODALITY_MAP[(string_model_task, TO_FRAMEWORK[model_source])] - not in dynamic_table_files - ): - file_content_single_entry.append("\n") - file_content_single_entry.append(".. list-table:: Available Models\n") - file_content_single_entry.append(" :widths: 50 20 20 20 20\n") - file_content_single_entry.append(" :header-rows: 1\n") - file_content_single_entry.append(" :class: datatable\n") - file_content_single_entry.append("\n") - file_content_single_entry.append(" * - Model ID\n") - file_content_single_entry.append(" - Fine Tunable?\n") - file_content_single_entry.append(" - Latest Version\n") - file_content_single_entry.append(" - Min SDK Version\n") - file_content_single_entry.append(" - Source\n") - - dynamic_table_files.append( + for string_model_task in list_model_task: + if (string_model_task, TO_FRAMEWORK[model_source]) in MODALITY_MAP: + file_content_single_entry = [] + + if ( MODALITY_MAP[(string_model_task, TO_FRAMEWORK[model_source])] + not in dynamic_table_files + ): + file_content_single_entry.append("\n") + file_content_single_entry.append(".. list-table:: Available Models\n") + file_content_single_entry.append(" :widths: 50 20 20 20 20\n") + file_content_single_entry.append(" :header-rows: 1\n") + file_content_single_entry.append(" :class: datatable\n") + file_content_single_entry.append("\n") + file_content_single_entry.append(" * - Model ID\n") + file_content_single_entry.append(" - Fine Tunable?\n") + file_content_single_entry.append(" - Latest Version\n") + file_content_single_entry.append(" - Min SDK Version\n") + file_content_single_entry.append(" - Source\n") + + dynamic_table_files.append( + MODALITY_MAP[(string_model_task, TO_FRAMEWORK[model_source])] + ) + + file_content_single_entry.append(" * - {}\n".format(model_spec["model_id"])) + file_content_single_entry.append(" - {}\n".format(model_spec["training_supported"])) + file_content_single_entry.append(" - {}\n".format(model["version"])) + file_content_single_entry.append(" - {}\n".format(model["min_version"])) + file_content_single_entry.append( + " - `{} <{}>`__\n".format(model_source, model_spec["url"]) ) - - file_content_single_entry.append(" * - {}\n".format(model_spec["model_id"])) - file_content_single_entry.append(" - {}\n".format(model_spec["training_supported"])) - file_content_single_entry.append(" - {}\n".format(model["version"])) - file_content_single_entry.append(" - {}\n".format(model["min_version"])) - file_content_single_entry.append( - " - `{} <{}>`__\n".format(model_source, model_spec["url"]) - ) - f = open(MODALITY_MAP[(string_model_task, TO_FRAMEWORK[model_source])], "a") - f.writelines(file_content_single_entry) - f.close() + f = open(MODALITY_MAP[(string_model_task, TO_FRAMEWORK[model_source])], "a") + f.writelines(file_content_single_entry) + f.close() f = open("doc_utils/pretrainedmodels.rst", "a") f.writelines(file_content_intro) From 937dd6965f33c40c8a5aa24dc6abbd89db80a923 Mon Sep 17 00:00:00 2001 From: chrstfu Date: Mon, 9 Jan 2023 16:57:32 +0000 Subject: [PATCH 02/18] fix: more edits --- ...ch.rst => question_answering_hugging_face.rst} | 2 +- .../text/text_classification_hugging_face.rst | 9 +++++++++ ...sorflow_mxnet.rst => text_embedding_mxnet.rst} | 4 ++-- .../vision/text_embedding_tensorflow.rst | 9 +++++++++ doc/doc_utils/jumpstart_doc_utils.py | 15 +++++++++++---- 5 files changed, 32 insertions(+), 7 deletions(-) rename doc/algorithms/text/{question_answering_pytorch.rst => question_answering_hugging_face.rst} (95%) create mode 100644 doc/algorithms/text/text_classification_hugging_face.rst rename doc/algorithms/vision/{text_embedding_tensorflow_mxnet.rst => text_embedding_mxnet.rst} (83%) create mode 100644 doc/algorithms/vision/text_embedding_tensorflow.rst diff --git a/doc/algorithms/text/question_answering_pytorch.rst b/doc/algorithms/text/question_answering_hugging_face.rst similarity index 95% rename from doc/algorithms/text/question_answering_pytorch.rst rename to doc/algorithms/text/question_answering_hugging_face.rst index 9d9d74ccb1..fa1e68aff7 100644 --- a/doc/algorithms/text/question_answering_pytorch.rst +++ b/doc/algorithms/text/question_answering_hugging_face.rst @@ -1,5 +1,5 @@ ##################################### -Question Answering - PyTorch +Question Answering - HuggingFace ##################################### This is a supervised question answering algorithm which supports fine-tuning of many pre-trained models available in Hugging Face. The following diff --git a/doc/algorithms/text/text_classification_hugging_face.rst b/doc/algorithms/text/text_classification_hugging_face.rst new file mode 100644 index 0000000000..9e550b0494 --- /dev/null +++ b/doc/algorithms/text/text_classification_hugging_face.rst @@ -0,0 +1,9 @@ +################################## +Text Classification - HuggingFace +################################## + +This is a text classification algorithm which supports many pre-trained models available in HuggingFace Hub. The following +`sample notebook `__ +demonstrates how to use the Sagemaker Python SDK for Text Classification for using these algorithms. + +For detailed documentation please refer :ref:`Use Built-in Algorithms with Pre-trained Models in SageMaker Python SDK ` diff --git a/doc/algorithms/vision/text_embedding_tensorflow_mxnet.rst b/doc/algorithms/vision/text_embedding_mxnet.rst similarity index 83% rename from doc/algorithms/vision/text_embedding_tensorflow_mxnet.rst rename to doc/algorithms/vision/text_embedding_mxnet.rst index d015c2ef30..1432e6a8a9 100644 --- a/doc/algorithms/vision/text_embedding_tensorflow_mxnet.rst +++ b/doc/algorithms/vision/text_embedding_mxnet.rst @@ -1,8 +1,8 @@ #################################### -Text Embedding - TensorFlow, MxNet +Text Embedding - MxNet #################################### -This is a supervised text embedding algorithm which supports many pre-trained models available in MXNet and Tensorflow Hub. The following +This is a supervised text embedding algorithm which supports many pre-trained models available in MXNet Hub. The following `sample notebook `__ demonstrates how to use the Sagemaker Python SDK for Text Embedding for using these algorithms. diff --git a/doc/algorithms/vision/text_embedding_tensorflow.rst b/doc/algorithms/vision/text_embedding_tensorflow.rst new file mode 100644 index 0000000000..3fe155bd9b --- /dev/null +++ b/doc/algorithms/vision/text_embedding_tensorflow.rst @@ -0,0 +1,9 @@ +#################################### +Text Embedding - TensorFlow +#################################### + +This is a supervised text embedding algorithm which supports many pre-trained models available in Tensorflow Hub. The following +`sample notebook `__ +demonstrates how to use the Sagemaker Python SDK for Text Embedding for using these algorithms. + +For detailed documentation please refer :ref:`Use Built-in Algorithms with Pre-trained Models in SageMaker Python SDK ` diff --git a/doc/doc_utils/jumpstart_doc_utils.py b/doc/doc_utils/jumpstart_doc_utils.py index f86acd3ca3..ff024a5493 100644 --- a/doc/doc_utils/jumpstart_doc_utils.py +++ b/doc/doc_utils/jumpstart_doc_utils.py @@ -122,8 +122,11 @@ class Frameworks(str, Enum): Tasks.TRANSLATION, Frameworks.HUGGINGFACE, ): "algorithms/text/machine_translation_hugging_face.rst", - (Tasks.NER, Frameworks.GLUONCV): "algorithms/text/named_entity_recognition_hugging_face.rst", - (Tasks.EQA, Frameworks.PYTORCH): "algorithms/text/question_answering_pytorch.rst", + (Tasks.NER, Frameworks.HUGGINGFACE): "algorithms/text/named_entity_recognition_hugging_face.rst", + # This EQA - Pytorch is currently mapping to EQA -> HuggingFace in the SDK metadata. Due to this, we will keep the mapping as-is here, but + # will modify documentation to reflect the actual models being displayed. Will need to follow up to potentially change SDK metadata + # to show actual mapping + (Tasks.EQA, Frameworks.PYTORCH): "algorithms/text/question_answering_hugging_face.rst", ( Tasks.SPC, Frameworks.HUGGINGFACE, @@ -136,11 +139,11 @@ class Frameworks(str, Enum): ( Tasks.TC_EMBEDDING, Frameworks.GLUONCV, - ): "algorithms/vision/text_embedding_tensorflow_mxnet.rst", + ): "algorithms/vision/text_embedding_mxnet.rst", ( Tasks.TC_EMBEDDING, Frameworks.TENSORFLOW, - ): "algorithms/vision/text_embedding_tensorflow_mxnet.rst", + ): "algorithms/vision/text_embedding_tensorflow.rst", ( Tasks.TEXT_GENERATION, Frameworks.HUGGINGFACE, @@ -149,6 +152,10 @@ class Frameworks(str, Enum): Tasks.SUMMARIZATION, Frameworks.HUGGINGFACE, ): "algorithms/text/text_summarization_hugging_face.rst", + ( + Tasks.TC, + Frameworks.HUGGINGFACE, + ): "algorithms/text/text_classifcation_hugging_face.rst", } From 94ec8eeae4abcb60870f4443aa7b0eed38aef3d1 Mon Sep 17 00:00:00 2001 From: chrstfu Date: Tue, 10 Jan 2023 15:15:27 +0000 Subject: [PATCH 03/18] fix: adding new files for various new models --- .../audio/audioembedding_tensorflow.rst | 255 +++++ doc/algorithms/text/index.rst | 2 +- doc/algorithms/text/txt2img_hugging_face.rst | 9 + doc/algorithms/text/txt2img_stability_ai.rst | 195 ++++ .../text/upscaling_stability_ai.rst | 96 ++ doc/algorithms/text/zstc_hugging_face.rst | 945 ++++++++++++++++++ doc/algorithms/vision/index.rst | 4 +- .../vision/upscaling_stability_ai.rst | 9 + 8 files changed, 1513 insertions(+), 2 deletions(-) create mode 100644 doc/algorithms/audio/audioembedding_tensorflow.rst create mode 100644 doc/algorithms/text/txt2img_hugging_face.rst create mode 100644 doc/algorithms/text/txt2img_stability_ai.rst create mode 100644 doc/algorithms/text/upscaling_stability_ai.rst create mode 100644 doc/algorithms/text/zstc_hugging_face.rst create mode 100644 doc/algorithms/vision/upscaling_stability_ai.rst diff --git a/doc/algorithms/audio/audioembedding_tensorflow.rst b/doc/algorithms/audio/audioembedding_tensorflow.rst new file mode 100644 index 0000000000..5efb6604e3 --- /dev/null +++ b/doc/algorithms/audio/audioembedding_tensorflow.rst @@ -0,0 +1,255 @@ +################################## +Audio Embedding - Tensorflow +################################## + +This is an audio embedding algorithm which supports many pre-trained models available in Tensorflow Hub. The following +`sample notebook `__ +demonstrates how to use the Sagemaker Python SDK for Image Classification for using these algorithms. + +For detailed documentation please refer :ref:`Use Built-in Algorithms with Pre-trained Models in SageMaker Python SDK ` + +.. list-table:: Available Models + :widths: 50 20 20 20 20 + :header-rows: 1 + :class: datatable + + * - Model ID + - Fine Tunable? + - Latest Version + - Min SDK Version + - Source + * - tensorflow-audioembedding-frill-1 + - False + - 1.0.1 + - 2.80.0 + - `Tensorflow Hub `__ + * - tensorflow-audioembedding-trill-3 + - False + - 1.0.1 + - 2.80.0 + - `Tensorflow Hub `__ + * - tensorflow-audioembedding-trill-distilled-3 + - False + - 1.0.1 + - 2.80.0 + - `Tensorflow Hub `__ + * - tensorflow-audioembedding-trillsson1-1 + - False + - 1.0.1 + - 2.80.0 + - `Tensorflow Hub `__ + * - tensorflow-audioembedding-trillsson2-1 + - False + - 1.0.1 + - 2.80.0 + - `Tensorflow Hub `__ + * - tensorflow-audioembedding-trillsson3-1 + - False + - 1.0.1 + - 2.80.0 + - `Tensorflow Hub `__ + +.. list-table:: Available Models + :widths: 50 20 20 20 20 + :header-rows: 1 + :class: datatable + + * - Model ID + - Fine Tunable? + - Latest Version + - Min SDK Version + - Source + * - tensorflow-audioembedding-frill-1 + - False + - 1.0.1 + - 2.80.0 + - `Tensorflow Hub `__ + * - tensorflow-audioembedding-trill-3 + - False + - 1.0.1 + - 2.80.0 + - `Tensorflow Hub `__ + * - tensorflow-audioembedding-trill-distilled-3 + - False + - 1.0.1 + - 2.80.0 + - `Tensorflow Hub `__ + * - tensorflow-audioembedding-trillsson1-1 + - False + - 1.0.1 + - 2.80.0 + - `Tensorflow Hub `__ + * - tensorflow-audioembedding-trillsson2-1 + - False + - 1.0.1 + - 2.80.0 + - `Tensorflow Hub `__ + * - tensorflow-audioembedding-trillsson3-1 + - False + - 1.0.1 + - 2.80.0 + - `Tensorflow Hub `__ + +.. list-table:: Available Models + :widths: 50 20 20 20 20 + :header-rows: 1 + :class: datatable + + * - Model ID + - Fine Tunable? + - Latest Version + - Min SDK Version + - Source + * - tensorflow-audioembedding-frill-1 + - False + - 1.0.1 + - 2.80.0 + - `Tensorflow Hub `__ + * - tensorflow-audioembedding-trill-3 + - False + - 1.0.1 + - 2.80.0 + - `Tensorflow Hub `__ + * - tensorflow-audioembedding-trill-distilled-3 + - False + - 1.0.1 + - 2.80.0 + - `Tensorflow Hub `__ + * - tensorflow-audioembedding-trillsson1-1 + - False + - 1.0.1 + - 2.80.0 + - `Tensorflow Hub `__ + * - tensorflow-audioembedding-trillsson2-1 + - False + - 1.0.1 + - 2.80.0 + - `Tensorflow Hub `__ + * - tensorflow-audioembedding-trillsson3-1 + - False + - 1.0.1 + - 2.80.0 + - `Tensorflow Hub `__ + +.. list-table:: Available Models + :widths: 50 20 20 20 20 + :header-rows: 1 + :class: datatable + + * - Model ID + - Fine Tunable? + - Latest Version + - Min SDK Version + - Source + * - tensorflow-audioembedding-frill-1 + - False + - 1.0.1 + - 2.80.0 + - `Tensorflow Hub `__ + * - tensorflow-audioembedding-trill-3 + - False + - 1.0.1 + - 2.80.0 + - `Tensorflow Hub `__ + * - tensorflow-audioembedding-trill-distilled-3 + - False + - 1.0.1 + - 2.80.0 + - `Tensorflow Hub `__ + * - tensorflow-audioembedding-trillsson1-1 + - False + - 1.0.1 + - 2.80.0 + - `Tensorflow Hub `__ + * - tensorflow-audioembedding-trillsson2-1 + - False + - 1.0.1 + - 2.80.0 + - `Tensorflow Hub `__ + * - tensorflow-audioembedding-trillsson3-1 + - False + - 1.0.1 + - 2.80.0 + - `Tensorflow Hub `__ + +.. list-table:: Available Models + :widths: 50 20 20 20 20 + :header-rows: 1 + :class: datatable + + * - Model ID + - Fine Tunable? + - Latest Version + - Min SDK Version + - Source + * - tensorflow-audioembedding-frill-1 + - False + - 1.0.1 + - 2.80.0 + - `Tensorflow Hub `__ + * - tensorflow-audioembedding-trill-3 + - False + - 1.0.1 + - 2.80.0 + - `Tensorflow Hub `__ + * - tensorflow-audioembedding-trill-distilled-3 + - False + - 1.0.1 + - 2.80.0 + - `Tensorflow Hub `__ + * - tensorflow-audioembedding-trillsson1-1 + - False + - 1.0.1 + - 2.80.0 + - `Tensorflow Hub `__ + * - tensorflow-audioembedding-trillsson2-1 + - False + - 1.0.1 + - 2.80.0 + - `Tensorflow Hub `__ + * - tensorflow-audioembedding-trillsson3-1 + - False + - 1.0.1 + - 2.80.0 + - `Tensorflow Hub `__ + +.. list-table:: Available Models + :widths: 50 20 20 20 20 + :header-rows: 1 + :class: datatable + + * - Model ID + - Fine Tunable? + - Latest Version + - Min SDK Version + - Source + * - tensorflow-audioembedding-frill-1 + - False + - 1.0.1 + - 2.80.0 + - `Tensorflow Hub `__ + * - tensorflow-audioembedding-trill-3 + - False + - 1.0.1 + - 2.80.0 + - `Tensorflow Hub `__ + * - tensorflow-audioembedding-trill-distilled-3 + - False + - 1.0.1 + - 2.80.0 + - `Tensorflow Hub `__ + * - tensorflow-audioembedding-trillsson1-1 + - False + - 1.0.1 + - 2.80.0 + - `Tensorflow Hub `__ + * - tensorflow-audioembedding-trillsson2-1 + - False + - 1.0.1 + - 2.80.0 + - `Tensorflow Hub `__ + * - tensorflow-audioembedding-trillsson3-1 + - False + - 1.0.1 + - 2.80.0 + - `Tensorflow Hub `__ diff --git a/doc/algorithms/text/index.rst b/doc/algorithms/text/index.rst index 3e59aac0f0..32d4f59b86 100644 --- a/doc/algorithms/text/index.rst +++ b/doc/algorithms/text/index.rst @@ -15,7 +15,7 @@ Amazon SageMaker provides algorithms that are tailored to the analysis of textua text_classification_tensorflow sentence_pair_classification_tensorflow sentence_pair_classification_hugging_face - question_answering_pytorch + question_answering_hugging_face named_entity_recognition_hugging_face text_summarization_hugging_face text_generation_hugging_face diff --git a/doc/algorithms/text/txt2img_hugging_face.rst b/doc/algorithms/text/txt2img_hugging_face.rst new file mode 100644 index 0000000000..96879e0c76 --- /dev/null +++ b/doc/algorithms/text/txt2img_hugging_face.rst @@ -0,0 +1,9 @@ +################################## +Text to Image - HuggingFace +################################## + +This is a text to image algorithm which supports many pre-trained models available in HuggingFace Hub. The following +`sample notebook `__ +demonstrates how to use the Sagemaker Python SDK for Text Classification for using these algorithms. + +For detailed documentation please refer :ref:`Use Built-in Algorithms with Pre-trained Models in SageMaker Python SDK ` diff --git a/doc/algorithms/text/txt2img_stability_ai.rst b/doc/algorithms/text/txt2img_stability_ai.rst new file mode 100644 index 0000000000..2795a173aa --- /dev/null +++ b/doc/algorithms/text/txt2img_stability_ai.rst @@ -0,0 +1,195 @@ +################################## +Text to Image - Stability AI +################################## + +This is a text to image algorithm which supports many pre-trained models available in Stability AI Hub. The following +`sample notebook `__ +demonstrates how to use the Sagemaker Python SDK for Text Classification for using these algorithms. + +For detailed documentation please refer :ref:`Use Built-in Algorithms with Pre-trained Models in SageMaker Python SDK ` + +.. list-table:: Available Models + :widths: 50 20 20 20 20 + :header-rows: 1 + :class: datatable + + * - Model ID + - Fine Tunable? + - Latest Version + - Min SDK Version + - Source + * - model-txt2img-stabilityai-stable-diffusion-v1-4 + - False + - 1.2.0 + - 2.81.0 + - `HuggingFace `__ + * - model-txt2img-stabilityai-stable-diffusion-v1-4-fp16 + - False + - 1.0.0 + - 2.81.0 + - `HuggingFace `__ + * - model-txt2img-stabilityai-stable-diffusion-v2 + - False + - 1.1.0 + - 2.81.0 + - `HuggingFace `__ + * - model-txt2img-stabilityai-stable-diffusion-v2-fp16 + - False + - 1.0.0 + - 2.81.0 + - `HuggingFace `__ + +.. list-table:: Available Models + :widths: 50 20 20 20 20 + :header-rows: 1 + :class: datatable + + * - Model ID + - Fine Tunable? + - Latest Version + - Min SDK Version + - Source + * - model-txt2img-stabilityai-stable-diffusion-v1-4 + - False + - 1.2.0 + - 2.81.0 + - `HuggingFace `__ + * - model-txt2img-stabilityai-stable-diffusion-v1-4-fp16 + - False + - 1.0.0 + - 2.81.0 + - `HuggingFace `__ + * - model-txt2img-stabilityai-stable-diffusion-v2 + - False + - 1.1.0 + - 2.81.0 + - `HuggingFace `__ + * - model-txt2img-stabilityai-stable-diffusion-v2-fp16 + - False + - 1.0.0 + - 2.81.0 + - `HuggingFace `__ + +.. list-table:: Available Models + :widths: 50 20 20 20 20 + :header-rows: 1 + :class: datatable + + * - Model ID + - Fine Tunable? + - Latest Version + - Min SDK Version + - Source + * - model-txt2img-stabilityai-stable-diffusion-v1-4 + - False + - 1.2.0 + - 2.81.0 + - `HuggingFace `__ + * - model-txt2img-stabilityai-stable-diffusion-v1-4-fp16 + - False + - 1.0.0 + - 2.81.0 + - `HuggingFace `__ + * - model-txt2img-stabilityai-stable-diffusion-v2 + - False + - 1.1.0 + - 2.81.0 + - `HuggingFace `__ + * - model-txt2img-stabilityai-stable-diffusion-v2-fp16 + - False + - 1.0.0 + - 2.81.0 + - `HuggingFace `__ + +.. list-table:: Available Models + :widths: 50 20 20 20 20 + :header-rows: 1 + :class: datatable + + * - Model ID + - Fine Tunable? + - Latest Version + - Min SDK Version + - Source + * - model-txt2img-stabilityai-stable-diffusion-v1-4 + - False + - 1.2.0 + - 2.81.0 + - `HuggingFace `__ + * - model-txt2img-stabilityai-stable-diffusion-v1-4-fp16 + - False + - 1.0.0 + - 2.81.0 + - `HuggingFace `__ + * - model-txt2img-stabilityai-stable-diffusion-v2 + - False + - 1.1.0 + - 2.81.0 + - `HuggingFace `__ + * - model-txt2img-stabilityai-stable-diffusion-v2-fp16 + - False + - 1.0.0 + - 2.81.0 + - `HuggingFace `__ + +.. list-table:: Available Models + :widths: 50 20 20 20 20 + :header-rows: 1 + :class: datatable + + * - Model ID + - Fine Tunable? + - Latest Version + - Min SDK Version + - Source + * - model-txt2img-stabilityai-stable-diffusion-v1-4 + - False + - 1.2.0 + - 2.81.0 + - `HuggingFace `__ + * - model-txt2img-stabilityai-stable-diffusion-v1-4-fp16 + - False + - 1.0.0 + - 2.81.0 + - `HuggingFace `__ + * - model-txt2img-stabilityai-stable-diffusion-v2 + - False + - 1.1.0 + - 2.81.0 + - `HuggingFace `__ + * - model-txt2img-stabilityai-stable-diffusion-v2-fp16 + - False + - 1.0.0 + - 2.81.0 + - `HuggingFace `__ + +.. list-table:: Available Models + :widths: 50 20 20 20 20 + :header-rows: 1 + :class: datatable + + * - Model ID + - Fine Tunable? + - Latest Version + - Min SDK Version + - Source + * - model-txt2img-stabilityai-stable-diffusion-v1-4 + - False + - 1.2.0 + - 2.81.0 + - `HuggingFace `__ + * - model-txt2img-stabilityai-stable-diffusion-v1-4-fp16 + - False + - 1.0.0 + - 2.81.0 + - `HuggingFace `__ + * - model-txt2img-stabilityai-stable-diffusion-v2 + - False + - 1.1.0 + - 2.81.0 + - `HuggingFace `__ + * - model-txt2img-stabilityai-stable-diffusion-v2-fp16 + - False + - 1.0.0 + - 2.81.0 + - `HuggingFace `__ diff --git a/doc/algorithms/text/upscaling_stability_ai.rst b/doc/algorithms/text/upscaling_stability_ai.rst new file mode 100644 index 0000000000..159334901c --- /dev/null +++ b/doc/algorithms/text/upscaling_stability_ai.rst @@ -0,0 +1,96 @@ + +.. list-table:: Available Models + :widths: 50 20 20 20 20 + :header-rows: 1 + :class: datatable + + * - Model ID + - Fine Tunable? + - Latest Version + - Min SDK Version + - Source + * - model-upscaling-stabilityai-stable-diffusion-x4-upscaler-fp16 + - False + - 1.0.0 + - 2.81.0 + - `HuggingFace `__ + +.. list-table:: Available Models + :widths: 50 20 20 20 20 + :header-rows: 1 + :class: datatable + + * - Model ID + - Fine Tunable? + - Latest Version + - Min SDK Version + - Source + * - model-upscaling-stabilityai-stable-diffusion-x4-upscaler-fp16 + - False + - 1.0.0 + - 2.81.0 + - `HuggingFace `__ + +.. list-table:: Available Models + :widths: 50 20 20 20 20 + :header-rows: 1 + :class: datatable + + * - Model ID + - Fine Tunable? + - Latest Version + - Min SDK Version + - Source + * - model-upscaling-stabilityai-stable-diffusion-x4-upscaler-fp16 + - False + - 1.0.0 + - 2.81.0 + - `HuggingFace `__ + +.. list-table:: Available Models + :widths: 50 20 20 20 20 + :header-rows: 1 + :class: datatable + + * - Model ID + - Fine Tunable? + - Latest Version + - Min SDK Version + - Source + * - model-upscaling-stabilityai-stable-diffusion-x4-upscaler-fp16 + - False + - 1.0.0 + - 2.81.0 + - `HuggingFace `__ + +.. list-table:: Available Models + :widths: 50 20 20 20 20 + :header-rows: 1 + :class: datatable + + * - Model ID + - Fine Tunable? + - Latest Version + - Min SDK Version + - Source + * - model-upscaling-stabilityai-stable-diffusion-x4-upscaler-fp16 + - False + - 1.0.0 + - 2.81.0 + - `HuggingFace `__ + +.. list-table:: Available Models + :widths: 50 20 20 20 20 + :header-rows: 1 + :class: datatable + + * - Model ID + - Fine Tunable? + - Latest Version + - Min SDK Version + - Source + * - model-upscaling-stabilityai-stable-diffusion-x4-upscaler-fp16 + - False + - 1.0.0 + - 2.81.0 + - `HuggingFace `__ diff --git a/doc/algorithms/text/zstc_hugging_face.rst b/doc/algorithms/text/zstc_hugging_face.rst new file mode 100644 index 0000000000..e230861e8e --- /dev/null +++ b/doc/algorithms/text/zstc_hugging_face.rst @@ -0,0 +1,945 @@ +################################################ +Zero-Shot Text Classification - HuggingFace +################################################ + +This is a zero-shot text classification algorithm which supports many pre-trained models available in HuggingFace Hub. The following +`sample notebook `__ +demonstrates how to use the Sagemaker Python SDK for Text Classification for using these algorithms. + +For detailed documentation please refer :ref:`Use Built-in Algorithms with Pre-trained Models in SageMaker Python SDK ` + +.. list-table:: Available Models + :widths: 50 20 20 20 20 + :header-rows: 1 + :class: datatable + + * - Model ID + - Fine Tunable? + - Latest Version + - Min SDK Version + - Source + * - huggingface-zstc-cross-encoder-nli-deberta-base + - False + - 1.0.0 + - 2.81.0 + - `HuggingFace `__ + * - huggingface-zstc-cross-encoder-nli-distilroberta-base + - False + - 1.0.0 + - 2.81.0 + - `HuggingFace `__ + * - huggingface-zstc-cross-encoder-nli-minilm2-l6-h768 + - False + - 1.0.0 + - 2.81.0 + - `HuggingFace `__ + * - huggingface-zstc-cross-encoder-nli-roberta-base + - False + - 1.0.0 + - 2.81.0 + - `HuggingFace `__ + * - huggingface-zstc-digitalepidemiologylab-covid-twitter-bert-v2-mnli + - False + - 1.0.0 + - 2.81.0 + - `HuggingFace `__ + * - huggingface-zstc-eleldar-theme-classification + - False + - 1.0.0 + - 2.81.0 + - `HuggingFace `__ + * - huggingface-zstc-emrecan-bert-base-multilingual-cased-allnli-tr + - False + - 1.0.0 + - 2.81.0 + - `HuggingFace `__ + * - huggingface-zstc-emrecan-bert-base-multilingual-cased-multinli-tr + - False + - 1.0.0 + - 2.81.0 + - `HuggingFace `__ + * - huggingface-zstc-emrecan-bert-base-multilingual-cased-snli-tr + - False + - 1.0.0 + - 2.81.0 + - `HuggingFace `__ + * - huggingface-zstc-emrecan-bert-base-turkish-cased-allnli-tr + - False + - 1.0.0 + - 2.81.0 + - `HuggingFace `__ + * - huggingface-zstc-emrecan-bert-base-turkish-cased-multinli-tr + - False + - 1.0.0 + - 2.81.0 + - `HuggingFace `__ + * - huggingface-zstc-emrecan-bert-base-turkish-cased-snli-tr + - False + - 1.0.0 + - 2.81.0 + - `HuggingFace `__ + * - huggingface-zstc-emrecan-convbert-base-turkish-mc4-cased-allnli-tr + - False + - 1.0.0 + - 2.81.0 + - `HuggingFace `__ + * - huggingface-zstc-emrecan-convbert-base-turkish-mc4-cased-multinli-tr + - False + - 1.0.0 + - 2.81.0 + - `HuggingFace `__ + * - huggingface-zstc-emrecan-convbert-base-turkish-mc4-cased-snli-tr + - False + - 1.0.0 + - 2.81.0 + - `HuggingFace `__ + * - huggingface-zstc-emrecan-distilbert-base-turkish-cased-allnli-tr + - False + - 1.0.0 + - 2.81.0 + - `HuggingFace `__ + * - huggingface-zstc-emrecan-distilbert-base-turkish-cased-multinli-tr + - False + - 1.0.0 + - 2.81.0 + - `HuggingFace `__ + * - huggingface-zstc-emrecan-distilbert-base-turkish-cased-snli-tr + - False + - 1.0.0 + - 2.81.0 + - `HuggingFace `__ + * - huggingface-zstc-facebook-bart-large-mnli + - False + - 1.0.0 + - 2.81.0 + - `HuggingFace `__ + * - huggingface-zstc-jiva-xlm-roberta-large-it-mnli + - False + - 1.0.0 + - 2.81.0 + - `HuggingFace `__ + * - huggingface-zstc-lighteternal-nli-xlm-r-greek + - False + - 1.0.0 + - 2.81.0 + - `HuggingFace `__ + * - huggingface-zstc-moritzlaurer-deberta-v3-large-mnli-fever-anli-ling-wanli + - False + - 1.0.0 + - 2.81.0 + - `HuggingFace `__ + * - huggingface-zstc-moritzlaurer-mdeberta-v3-base-xnli-multilingual-nli-2mil7 + - False + - 1.0.0 + - 2.81.0 + - `HuggingFace `__ + * - huggingface-zstc-narsil-bart-large-mnli-opti + - False + - 1.0.0 + - 2.81.0 + - `HuggingFace `__ + * - huggingface-zstc-narsil-deberta-large-mnli-zero-cls + - False + - 1.0.0 + - 2.81.0 + - `HuggingFace `__ + * - huggingface-zstc-navteca-bart-large-mnli + - False + - 1.0.0 + - 2.81.0 + - `HuggingFace `__ + * - huggingface-zstc-recognai-bert-base-spanish-wwm-cased-xnli + - False + - 1.0.0 + - 2.81.0 + - `HuggingFace `__ + * - huggingface-zstc-recognai-zeroshot-selectra-medium + - False + - 1.0.0 + - 2.81.0 + - `HuggingFace `__ + * - huggingface-zstc-recognai-zeroshot-selectra-small + - False + - 1.0.0 + - 2.81.0 + - `HuggingFace `__ + +.. list-table:: Available Models + :widths: 50 20 20 20 20 + :header-rows: 1 + :class: datatable + + * - Model ID + - Fine Tunable? + - Latest Version + - Min SDK Version + - Source + * - huggingface-zstc-cross-encoder-nli-deberta-base + - False + - 1.0.0 + - 2.81.0 + - `HuggingFace `__ + * - huggingface-zstc-cross-encoder-nli-distilroberta-base + - False + - 1.0.0 + - 2.81.0 + - `HuggingFace `__ + * - huggingface-zstc-cross-encoder-nli-minilm2-l6-h768 + - False + - 1.0.0 + - 2.81.0 + - `HuggingFace `__ + * - huggingface-zstc-cross-encoder-nli-roberta-base + - False + - 1.0.0 + - 2.81.0 + - `HuggingFace `__ + * - huggingface-zstc-digitalepidemiologylab-covid-twitter-bert-v2-mnli + - False + - 1.0.0 + - 2.81.0 + - `HuggingFace `__ + * - huggingface-zstc-eleldar-theme-classification + - False + - 1.0.0 + - 2.81.0 + - `HuggingFace `__ + * - huggingface-zstc-emrecan-bert-base-multilingual-cased-allnli-tr + - False + - 1.0.0 + - 2.81.0 + - `HuggingFace `__ + * - huggingface-zstc-emrecan-bert-base-multilingual-cased-multinli-tr + - False + - 1.0.0 + - 2.81.0 + - `HuggingFace `__ + * - huggingface-zstc-emrecan-bert-base-multilingual-cased-snli-tr + - False + - 1.0.0 + - 2.81.0 + - `HuggingFace `__ + * - huggingface-zstc-emrecan-bert-base-turkish-cased-allnli-tr + - False + - 1.0.0 + - 2.81.0 + - `HuggingFace `__ + * - huggingface-zstc-emrecan-bert-base-turkish-cased-multinli-tr + - False + - 1.0.0 + - 2.81.0 + - `HuggingFace `__ + * - huggingface-zstc-emrecan-bert-base-turkish-cased-snli-tr + - False + - 1.0.0 + - 2.81.0 + - `HuggingFace `__ + * - huggingface-zstc-emrecan-convbert-base-turkish-mc4-cased-allnli-tr + - False + - 1.0.0 + - 2.81.0 + - `HuggingFace `__ + * - huggingface-zstc-emrecan-convbert-base-turkish-mc4-cased-multinli-tr + - False + - 1.0.0 + - 2.81.0 + - `HuggingFace `__ + * - huggingface-zstc-emrecan-convbert-base-turkish-mc4-cased-snli-tr + - False + - 1.0.0 + - 2.81.0 + - `HuggingFace `__ + * - huggingface-zstc-emrecan-distilbert-base-turkish-cased-allnli-tr + - False + - 1.0.0 + - 2.81.0 + - `HuggingFace `__ + * - huggingface-zstc-emrecan-distilbert-base-turkish-cased-multinli-tr + - False + - 1.0.0 + - 2.81.0 + - `HuggingFace `__ + * - huggingface-zstc-emrecan-distilbert-base-turkish-cased-snli-tr + - False + - 1.0.0 + - 2.81.0 + - `HuggingFace `__ + * - huggingface-zstc-facebook-bart-large-mnli + - False + - 1.0.0 + - 2.81.0 + - `HuggingFace `__ + * - huggingface-zstc-jiva-xlm-roberta-large-it-mnli + - False + - 1.0.0 + - 2.81.0 + - `HuggingFace `__ + * - huggingface-zstc-lighteternal-nli-xlm-r-greek + - False + - 1.0.0 + - 2.81.0 + - `HuggingFace `__ + * - huggingface-zstc-moritzlaurer-deberta-v3-large-mnli-fever-anli-ling-wanli + - False + - 1.0.0 + - 2.81.0 + - `HuggingFace `__ + * - huggingface-zstc-moritzlaurer-mdeberta-v3-base-xnli-multilingual-nli-2mil7 + - False + - 1.0.0 + - 2.81.0 + - `HuggingFace `__ + * - huggingface-zstc-narsil-bart-large-mnli-opti + - False + - 1.0.0 + - 2.81.0 + - `HuggingFace `__ + * - huggingface-zstc-narsil-deberta-large-mnli-zero-cls + - False + - 1.0.0 + - 2.81.0 + - `HuggingFace `__ + * - huggingface-zstc-navteca-bart-large-mnli + - False + - 1.0.0 + - 2.81.0 + - `HuggingFace `__ + * - huggingface-zstc-recognai-bert-base-spanish-wwm-cased-xnli + - False + - 1.0.0 + - 2.81.0 + - `HuggingFace `__ + * - huggingface-zstc-recognai-zeroshot-selectra-medium + - False + - 1.0.0 + - 2.81.0 + - `HuggingFace `__ + * - huggingface-zstc-recognai-zeroshot-selectra-small + - False + - 1.0.0 + - 2.81.0 + - `HuggingFace `__ + +.. list-table:: Available Models + :widths: 50 20 20 20 20 + :header-rows: 1 + :class: datatable + + * - Model ID + - Fine Tunable? + - Latest Version + - Min SDK Version + - Source + * - huggingface-zstc-cross-encoder-nli-deberta-base + - False + - 1.0.0 + - 2.81.0 + - `HuggingFace `__ + * - huggingface-zstc-cross-encoder-nli-distilroberta-base + - False + - 1.0.0 + - 2.81.0 + - `HuggingFace `__ + * - huggingface-zstc-cross-encoder-nli-minilm2-l6-h768 + - False + - 1.0.0 + - 2.81.0 + - `HuggingFace `__ + * - huggingface-zstc-cross-encoder-nli-roberta-base + - False + - 1.0.0 + - 2.81.0 + - `HuggingFace `__ + * - huggingface-zstc-digitalepidemiologylab-covid-twitter-bert-v2-mnli + - False + - 1.0.0 + - 2.81.0 + - `HuggingFace `__ + * - huggingface-zstc-eleldar-theme-classification + - False + - 1.0.0 + - 2.81.0 + - `HuggingFace `__ + * - huggingface-zstc-emrecan-bert-base-multilingual-cased-allnli-tr + - False + - 1.0.0 + - 2.81.0 + - `HuggingFace `__ + * - huggingface-zstc-emrecan-bert-base-multilingual-cased-multinli-tr + - False + - 1.0.0 + - 2.81.0 + - `HuggingFace `__ + * - huggingface-zstc-emrecan-bert-base-multilingual-cased-snli-tr + - False + - 1.0.0 + - 2.81.0 + - `HuggingFace `__ + * - huggingface-zstc-emrecan-bert-base-turkish-cased-allnli-tr + - False + - 1.0.0 + - 2.81.0 + - `HuggingFace `__ + * - huggingface-zstc-emrecan-bert-base-turkish-cased-multinli-tr + - False + - 1.0.0 + - 2.81.0 + - `HuggingFace `__ + * - huggingface-zstc-emrecan-bert-base-turkish-cased-snli-tr + - False + - 1.0.0 + - 2.81.0 + - `HuggingFace `__ + * - huggingface-zstc-emrecan-convbert-base-turkish-mc4-cased-allnli-tr + - False + - 1.0.0 + - 2.81.0 + - `HuggingFace `__ + * - huggingface-zstc-emrecan-convbert-base-turkish-mc4-cased-multinli-tr + - False + - 1.0.0 + - 2.81.0 + - `HuggingFace `__ + * - huggingface-zstc-emrecan-convbert-base-turkish-mc4-cased-snli-tr + - False + - 1.0.0 + - 2.81.0 + - `HuggingFace `__ + * - huggingface-zstc-emrecan-distilbert-base-turkish-cased-allnli-tr + - False + - 1.0.0 + - 2.81.0 + - `HuggingFace `__ + * - huggingface-zstc-emrecan-distilbert-base-turkish-cased-multinli-tr + - False + - 1.0.0 + - 2.81.0 + - `HuggingFace `__ + * - huggingface-zstc-emrecan-distilbert-base-turkish-cased-snli-tr + - False + - 1.0.0 + - 2.81.0 + - `HuggingFace `__ + * - huggingface-zstc-facebook-bart-large-mnli + - False + - 1.0.0 + - 2.81.0 + - `HuggingFace `__ + * - huggingface-zstc-jiva-xlm-roberta-large-it-mnli + - False + - 1.0.0 + - 2.81.0 + - `HuggingFace `__ + * - huggingface-zstc-lighteternal-nli-xlm-r-greek + - False + - 1.0.0 + - 2.81.0 + - `HuggingFace `__ + * - huggingface-zstc-moritzlaurer-deberta-v3-large-mnli-fever-anli-ling-wanli + - False + - 1.0.0 + - 2.81.0 + - `HuggingFace `__ + * - huggingface-zstc-moritzlaurer-mdeberta-v3-base-xnli-multilingual-nli-2mil7 + - False + - 1.0.0 + - 2.81.0 + - `HuggingFace `__ + * - huggingface-zstc-narsil-bart-large-mnli-opti + - False + - 1.0.0 + - 2.81.0 + - `HuggingFace `__ + * - huggingface-zstc-narsil-deberta-large-mnli-zero-cls + - False + - 1.0.0 + - 2.81.0 + - `HuggingFace `__ + * - huggingface-zstc-navteca-bart-large-mnli + - False + - 1.0.0 + - 2.81.0 + - `HuggingFace `__ + * - huggingface-zstc-recognai-bert-base-spanish-wwm-cased-xnli + - False + - 1.0.0 + - 2.81.0 + - `HuggingFace `__ + * - huggingface-zstc-recognai-zeroshot-selectra-medium + - False + - 1.0.0 + - 2.81.0 + - `HuggingFace `__ + * - huggingface-zstc-recognai-zeroshot-selectra-small + - False + - 1.0.0 + - 2.81.0 + - `HuggingFace `__ + +.. list-table:: Available Models + :widths: 50 20 20 20 20 + :header-rows: 1 + :class: datatable + + * - Model ID + - Fine Tunable? + - Latest Version + - Min SDK Version + - Source + * - huggingface-zstc-cross-encoder-nli-deberta-base + - False + - 1.0.0 + - 2.81.0 + - `HuggingFace `__ + * - huggingface-zstc-cross-encoder-nli-distilroberta-base + - False + - 1.0.0 + - 2.81.0 + - `HuggingFace `__ + * - huggingface-zstc-cross-encoder-nli-minilm2-l6-h768 + - False + - 1.0.0 + - 2.81.0 + - `HuggingFace `__ + * - huggingface-zstc-cross-encoder-nli-roberta-base + - False + - 1.0.0 + - 2.81.0 + - `HuggingFace `__ + * - huggingface-zstc-digitalepidemiologylab-covid-twitter-bert-v2-mnli + - False + - 1.0.0 + - 2.81.0 + - `HuggingFace `__ + * - huggingface-zstc-eleldar-theme-classification + - False + - 1.0.0 + - 2.81.0 + - `HuggingFace `__ + * - huggingface-zstc-emrecan-bert-base-multilingual-cased-allnli-tr + - False + - 1.0.0 + - 2.81.0 + - `HuggingFace `__ + * - huggingface-zstc-emrecan-bert-base-multilingual-cased-multinli-tr + - False + - 1.0.0 + - 2.81.0 + - `HuggingFace `__ + * - huggingface-zstc-emrecan-bert-base-multilingual-cased-snli-tr + - False + - 1.0.0 + - 2.81.0 + - `HuggingFace `__ + * - huggingface-zstc-emrecan-bert-base-turkish-cased-allnli-tr + - False + - 1.0.0 + - 2.81.0 + - `HuggingFace `__ + * - huggingface-zstc-emrecan-bert-base-turkish-cased-multinli-tr + - False + - 1.0.0 + - 2.81.0 + - `HuggingFace `__ + * - huggingface-zstc-emrecan-bert-base-turkish-cased-snli-tr + - False + - 1.0.0 + - 2.81.0 + - `HuggingFace `__ + * - huggingface-zstc-emrecan-convbert-base-turkish-mc4-cased-allnli-tr + - False + - 1.0.0 + - 2.81.0 + - `HuggingFace `__ + * - huggingface-zstc-emrecan-convbert-base-turkish-mc4-cased-multinli-tr + - False + - 1.0.0 + - 2.81.0 + - `HuggingFace `__ + * - huggingface-zstc-emrecan-convbert-base-turkish-mc4-cased-snli-tr + - False + - 1.0.0 + - 2.81.0 + - `HuggingFace `__ + * - huggingface-zstc-emrecan-distilbert-base-turkish-cased-allnli-tr + - False + - 1.0.0 + - 2.81.0 + - `HuggingFace `__ + * - huggingface-zstc-emrecan-distilbert-base-turkish-cased-multinli-tr + - False + - 1.0.0 + - 2.81.0 + - `HuggingFace `__ + * - huggingface-zstc-emrecan-distilbert-base-turkish-cased-snli-tr + - False + - 1.0.0 + - 2.81.0 + - `HuggingFace `__ + * - huggingface-zstc-facebook-bart-large-mnli + - False + - 1.0.0 + - 2.81.0 + - `HuggingFace `__ + * - huggingface-zstc-jiva-xlm-roberta-large-it-mnli + - False + - 1.0.0 + - 2.81.0 + - `HuggingFace `__ + * - huggingface-zstc-lighteternal-nli-xlm-r-greek + - False + - 1.0.0 + - 2.81.0 + - `HuggingFace `__ + * - huggingface-zstc-moritzlaurer-deberta-v3-large-mnli-fever-anli-ling-wanli + - False + - 1.0.0 + - 2.81.0 + - `HuggingFace `__ + * - huggingface-zstc-moritzlaurer-mdeberta-v3-base-xnli-multilingual-nli-2mil7 + - False + - 1.0.0 + - 2.81.0 + - `HuggingFace `__ + * - huggingface-zstc-narsil-bart-large-mnli-opti + - False + - 1.0.0 + - 2.81.0 + - `HuggingFace `__ + * - huggingface-zstc-narsil-deberta-large-mnli-zero-cls + - False + - 1.0.0 + - 2.81.0 + - `HuggingFace `__ + * - huggingface-zstc-navteca-bart-large-mnli + - False + - 1.0.0 + - 2.81.0 + - `HuggingFace `__ + * - huggingface-zstc-recognai-bert-base-spanish-wwm-cased-xnli + - False + - 1.0.0 + - 2.81.0 + - `HuggingFace `__ + * - huggingface-zstc-recognai-zeroshot-selectra-medium + - False + - 1.0.0 + - 2.81.0 + - `HuggingFace `__ + * - huggingface-zstc-recognai-zeroshot-selectra-small + - False + - 1.0.0 + - 2.81.0 + - `HuggingFace `__ + +.. list-table:: Available Models + :widths: 50 20 20 20 20 + :header-rows: 1 + :class: datatable + + * - Model ID + - Fine Tunable? + - Latest Version + - Min SDK Version + - Source + * - huggingface-zstc-cross-encoder-nli-deberta-base + - False + - 1.0.0 + - 2.81.0 + - `HuggingFace `__ + * - huggingface-zstc-cross-encoder-nli-distilroberta-base + - False + - 1.0.0 + - 2.81.0 + - `HuggingFace `__ + * - huggingface-zstc-cross-encoder-nli-minilm2-l6-h768 + - False + - 1.0.0 + - 2.81.0 + - `HuggingFace `__ + * - huggingface-zstc-cross-encoder-nli-roberta-base + - False + - 1.0.0 + - 2.81.0 + - `HuggingFace `__ + * - huggingface-zstc-digitalepidemiologylab-covid-twitter-bert-v2-mnli + - False + - 1.0.0 + - 2.81.0 + - `HuggingFace `__ + * - huggingface-zstc-eleldar-theme-classification + - False + - 1.0.0 + - 2.81.0 + - `HuggingFace `__ + * - huggingface-zstc-emrecan-bert-base-multilingual-cased-allnli-tr + - False + - 1.0.0 + - 2.81.0 + - `HuggingFace `__ + * - huggingface-zstc-emrecan-bert-base-multilingual-cased-multinli-tr + - False + - 1.0.0 + - 2.81.0 + - `HuggingFace `__ + * - huggingface-zstc-emrecan-bert-base-multilingual-cased-snli-tr + - False + - 1.0.0 + - 2.81.0 + - `HuggingFace `__ + * - huggingface-zstc-emrecan-bert-base-turkish-cased-allnli-tr + - False + - 1.0.0 + - 2.81.0 + - `HuggingFace `__ + * - huggingface-zstc-emrecan-bert-base-turkish-cased-multinli-tr + - False + - 1.0.0 + - 2.81.0 + - `HuggingFace `__ + * - huggingface-zstc-emrecan-bert-base-turkish-cased-snli-tr + - False + - 1.0.0 + - 2.81.0 + - `HuggingFace `__ + * - huggingface-zstc-emrecan-convbert-base-turkish-mc4-cased-allnli-tr + - False + - 1.0.0 + - 2.81.0 + - `HuggingFace `__ + * - huggingface-zstc-emrecan-convbert-base-turkish-mc4-cased-multinli-tr + - False + - 1.0.0 + - 2.81.0 + - `HuggingFace `__ + * - huggingface-zstc-emrecan-convbert-base-turkish-mc4-cased-snli-tr + - False + - 1.0.0 + - 2.81.0 + - `HuggingFace `__ + * - huggingface-zstc-emrecan-distilbert-base-turkish-cased-allnli-tr + - False + - 1.0.0 + - 2.81.0 + - `HuggingFace `__ + * - huggingface-zstc-emrecan-distilbert-base-turkish-cased-multinli-tr + - False + - 1.0.0 + - 2.81.0 + - `HuggingFace `__ + * - huggingface-zstc-emrecan-distilbert-base-turkish-cased-snli-tr + - False + - 1.0.0 + - 2.81.0 + - `HuggingFace `__ + * - huggingface-zstc-facebook-bart-large-mnli + - False + - 1.0.0 + - 2.81.0 + - `HuggingFace `__ + * - huggingface-zstc-jiva-xlm-roberta-large-it-mnli + - False + - 1.0.0 + - 2.81.0 + - `HuggingFace `__ + * - huggingface-zstc-lighteternal-nli-xlm-r-greek + - False + - 1.0.0 + - 2.81.0 + - `HuggingFace `__ + * - huggingface-zstc-moritzlaurer-deberta-v3-large-mnli-fever-anli-ling-wanli + - False + - 1.0.0 + - 2.81.0 + - `HuggingFace `__ + * - huggingface-zstc-moritzlaurer-mdeberta-v3-base-xnli-multilingual-nli-2mil7 + - False + - 1.0.0 + - 2.81.0 + - `HuggingFace `__ + * - huggingface-zstc-narsil-bart-large-mnli-opti + - False + - 1.0.0 + - 2.81.0 + - `HuggingFace `__ + * - huggingface-zstc-narsil-deberta-large-mnli-zero-cls + - False + - 1.0.0 + - 2.81.0 + - `HuggingFace `__ + * - huggingface-zstc-navteca-bart-large-mnli + - False + - 1.0.0 + - 2.81.0 + - `HuggingFace `__ + * - huggingface-zstc-recognai-bert-base-spanish-wwm-cased-xnli + - False + - 1.0.0 + - 2.81.0 + - `HuggingFace `__ + * - huggingface-zstc-recognai-zeroshot-selectra-medium + - False + - 1.0.0 + - 2.81.0 + - `HuggingFace `__ + * - huggingface-zstc-recognai-zeroshot-selectra-small + - False + - 1.0.0 + - 2.81.0 + - `HuggingFace `__ + +.. list-table:: Available Models + :widths: 50 20 20 20 20 + :header-rows: 1 + :class: datatable + + * - Model ID + - Fine Tunable? + - Latest Version + - Min SDK Version + - Source + * - huggingface-zstc-cross-encoder-nli-deberta-base + - False + - 1.0.0 + - 2.81.0 + - `HuggingFace `__ + * - huggingface-zstc-cross-encoder-nli-distilroberta-base + - False + - 1.0.0 + - 2.81.0 + - `HuggingFace `__ + * - huggingface-zstc-cross-encoder-nli-minilm2-l6-h768 + - False + - 1.0.0 + - 2.81.0 + - `HuggingFace `__ + * - huggingface-zstc-cross-encoder-nli-roberta-base + - False + - 1.0.0 + - 2.81.0 + - `HuggingFace `__ + * - huggingface-zstc-digitalepidemiologylab-covid-twitter-bert-v2-mnli + - False + - 1.0.0 + - 2.81.0 + - `HuggingFace `__ + * - huggingface-zstc-eleldar-theme-classification + - False + - 1.0.0 + - 2.81.0 + - `HuggingFace `__ + * - huggingface-zstc-emrecan-bert-base-multilingual-cased-allnli-tr + - False + - 1.0.0 + - 2.81.0 + - `HuggingFace `__ + * - huggingface-zstc-emrecan-bert-base-multilingual-cased-multinli-tr + - False + - 1.0.0 + - 2.81.0 + - `HuggingFace `__ + * - huggingface-zstc-emrecan-bert-base-multilingual-cased-snli-tr + - False + - 1.0.0 + - 2.81.0 + - `HuggingFace `__ + * - huggingface-zstc-emrecan-bert-base-turkish-cased-allnli-tr + - False + - 1.0.0 + - 2.81.0 + - `HuggingFace `__ + * - huggingface-zstc-emrecan-bert-base-turkish-cased-multinli-tr + - False + - 1.0.0 + - 2.81.0 + - `HuggingFace `__ + * - huggingface-zstc-emrecan-bert-base-turkish-cased-snli-tr + - False + - 1.0.0 + - 2.81.0 + - `HuggingFace `__ + * - huggingface-zstc-emrecan-convbert-base-turkish-mc4-cased-allnli-tr + - False + - 1.0.0 + - 2.81.0 + - `HuggingFace `__ + * - huggingface-zstc-emrecan-convbert-base-turkish-mc4-cased-multinli-tr + - False + - 1.0.0 + - 2.81.0 + - `HuggingFace `__ + * - huggingface-zstc-emrecan-convbert-base-turkish-mc4-cased-snli-tr + - False + - 1.0.0 + - 2.81.0 + - `HuggingFace `__ + * - huggingface-zstc-emrecan-distilbert-base-turkish-cased-allnli-tr + - False + - 1.0.0 + - 2.81.0 + - `HuggingFace `__ + * - huggingface-zstc-emrecan-distilbert-base-turkish-cased-multinli-tr + - False + - 1.0.0 + - 2.81.0 + - `HuggingFace `__ + * - huggingface-zstc-emrecan-distilbert-base-turkish-cased-snli-tr + - False + - 1.0.0 + - 2.81.0 + - `HuggingFace `__ + * - huggingface-zstc-facebook-bart-large-mnli + - False + - 1.0.0 + - 2.81.0 + - `HuggingFace `__ + * - huggingface-zstc-jiva-xlm-roberta-large-it-mnli + - False + - 1.0.0 + - 2.81.0 + - `HuggingFace `__ + * - huggingface-zstc-lighteternal-nli-xlm-r-greek + - False + - 1.0.0 + - 2.81.0 + - `HuggingFace `__ + * - huggingface-zstc-moritzlaurer-deberta-v3-large-mnli-fever-anli-ling-wanli + - False + - 1.0.0 + - 2.81.0 + - `HuggingFace `__ + * - huggingface-zstc-moritzlaurer-mdeberta-v3-base-xnli-multilingual-nli-2mil7 + - False + - 1.0.0 + - 2.81.0 + - `HuggingFace `__ + * - huggingface-zstc-narsil-bart-large-mnli-opti + - False + - 1.0.0 + - 2.81.0 + - `HuggingFace `__ + * - huggingface-zstc-narsil-deberta-large-mnli-zero-cls + - False + - 1.0.0 + - 2.81.0 + - `HuggingFace `__ + * - huggingface-zstc-navteca-bart-large-mnli + - False + - 1.0.0 + - 2.81.0 + - `HuggingFace `__ + * - huggingface-zstc-recognai-bert-base-spanish-wwm-cased-xnli + - False + - 1.0.0 + - 2.81.0 + - `HuggingFace `__ + * - huggingface-zstc-recognai-zeroshot-selectra-medium + - False + - 1.0.0 + - 2.81.0 + - `HuggingFace `__ + * - huggingface-zstc-recognai-zeroshot-selectra-small + - False + - 1.0.0 + - 2.81.0 + - `HuggingFace `__ diff --git a/doc/algorithms/vision/index.rst b/doc/algorithms/vision/index.rst index c17871d8f3..67f03116a5 100644 --- a/doc/algorithms/vision/index.rst +++ b/doc/algorithms/vision/index.rst @@ -18,4 +18,6 @@ Amazon SageMaker provides image processing algorithms that are used for image cl object_detection_mxnet semantic_segmentation_mxnet_gluoncv semantic_segmentation_mxnet - text_embedding_tensorflow_mxnet + text_embedding_tensorflow + text_embedding_mxnet + upscaling_stability_ai diff --git a/doc/algorithms/vision/upscaling_stability_ai.rst b/doc/algorithms/vision/upscaling_stability_ai.rst new file mode 100644 index 0000000000..bdba694e5a --- /dev/null +++ b/doc/algorithms/vision/upscaling_stability_ai.rst @@ -0,0 +1,9 @@ +################################## +Image Upscaling - Stability AI +################################## + +This is a image upscaling algorithm which supports many pre-trained models available in Stability AI Hub. The following +`sample notebook `__ +demonstrates how to use the Sagemaker Python SDK for Image Classification for using these algorithms. + +For detailed documentation please refer :ref:`Use Built-in Algorithms with Pre-trained Models in SageMaker Python SDK ` From 35faebe55919399a4731e09aaa3aa94d7e82a1a5 Mon Sep 17 00:00:00 2001 From: chrstfu Date: Tue, 10 Jan 2023 15:17:41 +0000 Subject: [PATCH 04/18] fix: more files --- .../text/question_answering_hugging_face.rst | 606 +++++++++++ .../vision/text_embedding_tensorflow.rst | 966 ++++++++++++++++++ doc/doc_utils/jumpstart_doc_utils.py | 96 +- 3 files changed, 1632 insertions(+), 36 deletions(-) diff --git a/doc/algorithms/text/question_answering_hugging_face.rst b/doc/algorithms/text/question_answering_hugging_face.rst index fa1e68aff7..31bf8e70d5 100644 --- a/doc/algorithms/text/question_answering_hugging_face.rst +++ b/doc/algorithms/text/question_answering_hugging_face.rst @@ -7,3 +7,609 @@ This is a supervised question answering algorithm which supports fine-tuning of demonstrates how to use the Sagemaker Python SDK for Question Answering for using these algorithms. For detailed documentation please refer :ref:`Use Built-in Algorithms with Pre-trained Models in SageMaker Python SDK ` + +.. list-table:: Available Models + :widths: 50 20 20 20 20 + :header-rows: 1 + :class: datatable + + * - Model ID + - Fine Tunable? + - Latest Version + - Min SDK Version + - Source + * - pytorch-eqa-bert-base-cased + - True + - 1.2.1 + - 2.75.0 + - `Pytorch Hub `__ + * - pytorch-eqa-bert-base-multilingual-cased + - True + - 1.2.1 + - 2.75.0 + - `Pytorch Hub `__ + * - pytorch-eqa-bert-base-multilingual-uncased + - True + - 1.2.1 + - 2.75.0 + - `Pytorch Hub `__ + * - pytorch-eqa-bert-base-uncased + - True + - 1.2.1 + - 2.75.0 + - `Pytorch Hub `__ + * - pytorch-eqa-bert-large-cased + - True + - 1.2.1 + - 2.75.0 + - `Pytorch Hub `__ + * - pytorch-eqa-bert-large-cased-whole-word-masking + - True + - 1.2.1 + - 2.75.0 + - `Pytorch Hub `__ + * - pytorch-eqa-bert-large-cased-whole-word-masking-finetuned-squad + - True + - 1.2.1 + - 2.75.0 + - `Pytorch Hub `__ + * - pytorch-eqa-bert-large-uncased + - True + - 1.2.1 + - 2.75.0 + - `Pytorch Hub `__ + * - pytorch-eqa-bert-large-uncased-whole-word-masking + - True + - 1.2.1 + - 2.75.0 + - `Pytorch Hub `__ + * - pytorch-eqa-bert-large-uncased-whole-word-masking-finetuned-squad + - True + - 1.2.1 + - 2.75.0 + - `Pytorch Hub `__ + * - pytorch-eqa-distilbert-base-cased + - True + - 1.2.1 + - 2.75.0 + - `Pytorch Hub `__ + * - pytorch-eqa-distilbert-base-multilingual-cased + - True + - 1.2.1 + - 2.75.0 + - `Pytorch Hub `__ + * - pytorch-eqa-distilbert-base-uncased + - True + - 1.2.1 + - 2.75.0 + - `Pytorch Hub `__ + * - pytorch-eqa-distilroberta-base + - True + - 1.2.1 + - 2.75.0 + - `Pytorch Hub `__ + * - pytorch-eqa-roberta-base + - True + - 1.2.1 + - 2.75.0 + - `Pytorch Hub `__ + * - pytorch-eqa-roberta-base-openai-detector + - True + - 1.2.1 + - 2.75.0 + - `Pytorch Hub `__ + * - pytorch-eqa-roberta-large + - True + - 1.2.1 + - 2.75.0 + - `Pytorch Hub `__ + * - pytorch-eqa-roberta-large-openai-detector + - True + - 1.2.1 + - 2.75.0 + - `Pytorch Hub `__ + +.. list-table:: Available Models + :widths: 50 20 20 20 20 + :header-rows: 1 + :class: datatable + + * - Model ID + - Fine Tunable? + - Latest Version + - Min SDK Version + - Source + * - pytorch-eqa-bert-base-cased + - True + - 1.2.1 + - 2.75.0 + - `Pytorch Hub `__ + * - pytorch-eqa-bert-base-multilingual-cased + - True + - 1.2.1 + - 2.75.0 + - `Pytorch Hub `__ + * - pytorch-eqa-bert-base-multilingual-uncased + - True + - 1.2.1 + - 2.75.0 + - `Pytorch Hub `__ + * - pytorch-eqa-bert-base-uncased + - True + - 1.2.1 + - 2.75.0 + - `Pytorch Hub `__ + * - pytorch-eqa-bert-large-cased + - True + - 1.2.1 + - 2.75.0 + - `Pytorch Hub `__ + * - pytorch-eqa-bert-large-cased-whole-word-masking + - True + - 1.2.1 + - 2.75.0 + - `Pytorch Hub `__ + * - pytorch-eqa-bert-large-cased-whole-word-masking-finetuned-squad + - True + - 1.2.1 + - 2.75.0 + - `Pytorch Hub `__ + * - pytorch-eqa-bert-large-uncased + - True + - 1.2.1 + - 2.75.0 + - `Pytorch Hub `__ + * - pytorch-eqa-bert-large-uncased-whole-word-masking + - True + - 1.2.1 + - 2.75.0 + - `Pytorch Hub `__ + * - pytorch-eqa-bert-large-uncased-whole-word-masking-finetuned-squad + - True + - 1.2.1 + - 2.75.0 + - `Pytorch Hub `__ + * - pytorch-eqa-distilbert-base-cased + - True + - 1.2.1 + - 2.75.0 + - `Pytorch Hub `__ + * - pytorch-eqa-distilbert-base-multilingual-cased + - True + - 1.2.1 + - 2.75.0 + - `Pytorch Hub `__ + * - pytorch-eqa-distilbert-base-uncased + - True + - 1.2.1 + - 2.75.0 + - `Pytorch Hub `__ + * - pytorch-eqa-distilroberta-base + - True + - 1.2.1 + - 2.75.0 + - `Pytorch Hub `__ + * - pytorch-eqa-roberta-base + - True + - 1.2.1 + - 2.75.0 + - `Pytorch Hub `__ + * - pytorch-eqa-roberta-base-openai-detector + - True + - 1.2.1 + - 2.75.0 + - `Pytorch Hub `__ + * - pytorch-eqa-roberta-large + - True + - 1.2.1 + - 2.75.0 + - `Pytorch Hub `__ + * - pytorch-eqa-roberta-large-openai-detector + - True + - 1.2.1 + - 2.75.0 + - `Pytorch Hub `__ + +.. list-table:: Available Models + :widths: 50 20 20 20 20 + :header-rows: 1 + :class: datatable + + * - Model ID + - Fine Tunable? + - Latest Version + - Min SDK Version + - Source + * - pytorch-eqa-bert-base-cased + - True + - 1.2.1 + - 2.75.0 + - `Pytorch Hub `__ + * - pytorch-eqa-bert-base-multilingual-cased + - True + - 1.2.1 + - 2.75.0 + - `Pytorch Hub `__ + * - pytorch-eqa-bert-base-multilingual-uncased + - True + - 1.2.1 + - 2.75.0 + - `Pytorch Hub `__ + * - pytorch-eqa-bert-base-uncased + - True + - 1.2.1 + - 2.75.0 + - `Pytorch Hub `__ + * - pytorch-eqa-bert-large-cased + - True + - 1.2.1 + - 2.75.0 + - `Pytorch Hub `__ + * - pytorch-eqa-bert-large-cased-whole-word-masking + - True + - 1.2.1 + - 2.75.0 + - `Pytorch Hub `__ + * - pytorch-eqa-bert-large-cased-whole-word-masking-finetuned-squad + - True + - 1.2.1 + - 2.75.0 + - `Pytorch Hub `__ + * - pytorch-eqa-bert-large-uncased + - True + - 1.2.1 + - 2.75.0 + - `Pytorch Hub `__ + * - pytorch-eqa-bert-large-uncased-whole-word-masking + - True + - 1.2.1 + - 2.75.0 + - `Pytorch Hub `__ + * - pytorch-eqa-bert-large-uncased-whole-word-masking-finetuned-squad + - True + - 1.2.1 + - 2.75.0 + - `Pytorch Hub `__ + * - pytorch-eqa-distilbert-base-cased + - True + - 1.2.1 + - 2.75.0 + - `Pytorch Hub `__ + * - pytorch-eqa-distilbert-base-multilingual-cased + - True + - 1.2.1 + - 2.75.0 + - `Pytorch Hub `__ + * - pytorch-eqa-distilbert-base-uncased + - True + - 1.2.1 + - 2.75.0 + - `Pytorch Hub `__ + * - pytorch-eqa-distilroberta-base + - True + - 1.2.1 + - 2.75.0 + - `Pytorch Hub `__ + * - pytorch-eqa-roberta-base + - True + - 1.2.1 + - 2.75.0 + - `Pytorch Hub `__ + * - pytorch-eqa-roberta-base-openai-detector + - True + - 1.2.1 + - 2.75.0 + - `Pytorch Hub `__ + * - pytorch-eqa-roberta-large + - True + - 1.2.1 + - 2.75.0 + - `Pytorch Hub `__ + * - pytorch-eqa-roberta-large-openai-detector + - True + - 1.2.1 + - 2.75.0 + - `Pytorch Hub `__ + +.. list-table:: Available Models + :widths: 50 20 20 20 20 + :header-rows: 1 + :class: datatable + + * - Model ID + - Fine Tunable? + - Latest Version + - Min SDK Version + - Source + * - pytorch-eqa-bert-base-cased + - True + - 1.2.1 + - 2.75.0 + - `Pytorch Hub `__ + * - pytorch-eqa-bert-base-multilingual-cased + - True + - 1.2.1 + - 2.75.0 + - `Pytorch Hub `__ + * - pytorch-eqa-bert-base-multilingual-uncased + - True + - 1.2.1 + - 2.75.0 + - `Pytorch Hub `__ + * - pytorch-eqa-bert-base-uncased + - True + - 1.2.1 + - 2.75.0 + - `Pytorch Hub `__ + * - pytorch-eqa-bert-large-cased + - True + - 1.2.1 + - 2.75.0 + - `Pytorch Hub `__ + * - pytorch-eqa-bert-large-cased-whole-word-masking + - True + - 1.2.1 + - 2.75.0 + - `Pytorch Hub `__ + * - pytorch-eqa-bert-large-cased-whole-word-masking-finetuned-squad + - True + - 1.2.1 + - 2.75.0 + - `Pytorch Hub `__ + * - pytorch-eqa-bert-large-uncased + - True + - 1.2.1 + - 2.75.0 + - `Pytorch Hub `__ + * - pytorch-eqa-bert-large-uncased-whole-word-masking + - True + - 1.2.1 + - 2.75.0 + - `Pytorch Hub `__ + * - pytorch-eqa-bert-large-uncased-whole-word-masking-finetuned-squad + - True + - 1.2.1 + - 2.75.0 + - `Pytorch Hub `__ + * - pytorch-eqa-distilbert-base-cased + - True + - 1.2.1 + - 2.75.0 + - `Pytorch Hub `__ + * - pytorch-eqa-distilbert-base-multilingual-cased + - True + - 1.2.1 + - 2.75.0 + - `Pytorch Hub `__ + * - pytorch-eqa-distilbert-base-uncased + - True + - 1.2.1 + - 2.75.0 + - `Pytorch Hub `__ + * - pytorch-eqa-distilroberta-base + - True + - 1.2.1 + - 2.75.0 + - `Pytorch Hub `__ + * - pytorch-eqa-roberta-base + - True + - 1.2.1 + - 2.75.0 + - `Pytorch Hub `__ + * - pytorch-eqa-roberta-base-openai-detector + - True + - 1.2.1 + - 2.75.0 + - `Pytorch Hub `__ + * - pytorch-eqa-roberta-large + - True + - 1.2.1 + - 2.75.0 + - `Pytorch Hub `__ + * - pytorch-eqa-roberta-large-openai-detector + - True + - 1.2.1 + - 2.75.0 + - `Pytorch Hub `__ + +.. list-table:: Available Models + :widths: 50 20 20 20 20 + :header-rows: 1 + :class: datatable + + * - Model ID + - Fine Tunable? + - Latest Version + - Min SDK Version + - Source + * - pytorch-eqa-bert-base-cased + - True + - 1.2.1 + - 2.75.0 + - `Pytorch Hub `__ + * - pytorch-eqa-bert-base-multilingual-cased + - True + - 1.2.1 + - 2.75.0 + - `Pytorch Hub `__ + * - pytorch-eqa-bert-base-multilingual-uncased + - True + - 1.2.1 + - 2.75.0 + - `Pytorch Hub `__ + * - pytorch-eqa-bert-base-uncased + - True + - 1.2.1 + - 2.75.0 + - `Pytorch Hub `__ + * - pytorch-eqa-bert-large-cased + - True + - 1.2.1 + - 2.75.0 + - `Pytorch Hub `__ + * - pytorch-eqa-bert-large-cased-whole-word-masking + - True + - 1.2.1 + - 2.75.0 + - `Pytorch Hub `__ + * - pytorch-eqa-bert-large-cased-whole-word-masking-finetuned-squad + - True + - 1.2.1 + - 2.75.0 + - `Pytorch Hub `__ + * - pytorch-eqa-bert-large-uncased + - True + - 1.2.1 + - 2.75.0 + - `Pytorch Hub `__ + * - pytorch-eqa-bert-large-uncased-whole-word-masking + - True + - 1.2.1 + - 2.75.0 + - `Pytorch Hub `__ + * - pytorch-eqa-bert-large-uncased-whole-word-masking-finetuned-squad + - True + - 1.2.1 + - 2.75.0 + - `Pytorch Hub `__ + * - pytorch-eqa-distilbert-base-cased + - True + - 1.2.1 + - 2.75.0 + - `Pytorch Hub `__ + * - pytorch-eqa-distilbert-base-multilingual-cased + - True + - 1.2.1 + - 2.75.0 + - `Pytorch Hub `__ + * - pytorch-eqa-distilbert-base-uncased + - True + - 1.2.1 + - 2.75.0 + - `Pytorch Hub `__ + * - pytorch-eqa-distilroberta-base + - True + - 1.2.1 + - 2.75.0 + - `Pytorch Hub `__ + * - pytorch-eqa-roberta-base + - True + - 1.2.1 + - 2.75.0 + - `Pytorch Hub `__ + * - pytorch-eqa-roberta-base-openai-detector + - True + - 1.2.1 + - 2.75.0 + - `Pytorch Hub `__ + * - pytorch-eqa-roberta-large + - True + - 1.2.1 + - 2.75.0 + - `Pytorch Hub `__ + * - pytorch-eqa-roberta-large-openai-detector + - True + - 1.2.1 + - 2.75.0 + - `Pytorch Hub `__ + +.. list-table:: Available Models + :widths: 50 20 20 20 20 + :header-rows: 1 + :class: datatable + + * - Model ID + - Fine Tunable? + - Latest Version + - Min SDK Version + - Source + * - pytorch-eqa-bert-base-cased + - True + - 1.2.1 + - 2.75.0 + - `Pytorch Hub `__ + * - pytorch-eqa-bert-base-multilingual-cased + - True + - 1.2.1 + - 2.75.0 + - `Pytorch Hub `__ + * - pytorch-eqa-bert-base-multilingual-uncased + - True + - 1.2.1 + - 2.75.0 + - `Pytorch Hub `__ + * - pytorch-eqa-bert-base-uncased + - True + - 1.2.1 + - 2.75.0 + - `Pytorch Hub `__ + * - pytorch-eqa-bert-large-cased + - True + - 1.2.1 + - 2.75.0 + - `Pytorch Hub `__ + * - pytorch-eqa-bert-large-cased-whole-word-masking + - True + - 1.2.1 + - 2.75.0 + - `Pytorch Hub `__ + * - pytorch-eqa-bert-large-cased-whole-word-masking-finetuned-squad + - True + - 1.2.1 + - 2.75.0 + - `Pytorch Hub `__ + * - pytorch-eqa-bert-large-uncased + - True + - 1.2.1 + - 2.75.0 + - `Pytorch Hub `__ + * - pytorch-eqa-bert-large-uncased-whole-word-masking + - True + - 1.2.1 + - 2.75.0 + - `Pytorch Hub `__ + * - pytorch-eqa-bert-large-uncased-whole-word-masking-finetuned-squad + - True + - 1.2.1 + - 2.75.0 + - `Pytorch Hub `__ + * - pytorch-eqa-distilbert-base-cased + - True + - 1.2.1 + - 2.75.0 + - `Pytorch Hub `__ + * - pytorch-eqa-distilbert-base-multilingual-cased + - True + - 1.2.1 + - 2.75.0 + - `Pytorch Hub `__ + * - pytorch-eqa-distilbert-base-uncased + - True + - 1.2.1 + - 2.75.0 + - `Pytorch Hub `__ + * - pytorch-eqa-distilroberta-base + - True + - 1.2.1 + - 2.75.0 + - `Pytorch Hub `__ + * - pytorch-eqa-roberta-base + - True + - 1.2.1 + - 2.75.0 + - `Pytorch Hub `__ + * - pytorch-eqa-roberta-base-openai-detector + - True + - 1.2.1 + - 2.75.0 + - `Pytorch Hub `__ + * - pytorch-eqa-roberta-large + - True + - 1.2.1 + - 2.75.0 + - `Pytorch Hub `__ + * - pytorch-eqa-roberta-large-openai-detector + - True + - 1.2.1 + - 2.75.0 + - `Pytorch Hub `__ diff --git a/doc/algorithms/vision/text_embedding_tensorflow.rst b/doc/algorithms/vision/text_embedding_tensorflow.rst index 3fe155bd9b..3f3e453a14 100644 --- a/doc/algorithms/vision/text_embedding_tensorflow.rst +++ b/doc/algorithms/vision/text_embedding_tensorflow.rst @@ -7,3 +7,969 @@ This is a supervised text embedding algorithm which supports many pre-trained mo demonstrates how to use the Sagemaker Python SDK for Text Embedding for using these algorithms. For detailed documentation please refer :ref:`Use Built-in Algorithms with Pre-trained Models in SageMaker Python SDK ` + +.. list-table:: Available Models + :widths: 50 20 20 20 20 + :header-rows: 1 + :class: datatable + + * - Model ID + - Fine Tunable? + - Latest Version + - Min SDK Version + - Source + * - tensorflow-tcembedding-bert-en-uncased-L-10-H-128-A-2-2 + - False + - 1.1.1 + - 2.75.0 + - `Tensorflow Hub `__ + * - tensorflow-tcembedding-bert-en-uncased-L-10-H-256-A-4-2 + - False + - 1.1.1 + - 2.75.0 + - `Tensorflow Hub `__ + * - tensorflow-tcembedding-bert-en-uncased-L-10-H-512-A-8-2 + - False + - 1.1.1 + - 2.75.0 + - `Tensorflow Hub `__ + * - tensorflow-tcembedding-bert-en-uncased-L-10-H-768-A-12-2 + - False + - 1.1.1 + - 2.75.0 + - `Tensorflow Hub `__ + * - tensorflow-tcembedding-bert-en-uncased-L-12-H-128-A-2-2 + - False + - 1.1.1 + - 2.75.0 + - `Tensorflow Hub `__ + * - tensorflow-tcembedding-bert-en-uncased-L-12-H-256-A-4 + - False + - 1.1.1 + - 2.75.0 + - `Tensorflow Hub `__ + * - tensorflow-tcembedding-bert-en-uncased-L-12-H-512-A-8-2 + - False + - 1.1.1 + - 2.75.0 + - `Tensorflow Hub `__ + * - tensorflow-tcembedding-bert-en-uncased-L-12-H-768-A-12-2 + - False + - 1.1.1 + - 2.75.0 + - `Tensorflow Hub `__ + * - tensorflow-tcembedding-bert-en-uncased-L-12-H-768-A-12-4 + - False + - 1.1.1 + - 2.75.0 + - `Tensorflow Hub `__ + * - tensorflow-tcembedding-bert-en-uncased-L-2-H-128-A-2-2 + - False + - 1.1.1 + - 2.75.0 + - `Tensorflow Hub `__ + * - tensorflow-tcembedding-bert-en-uncased-L-2-H-256-A-4 + - False + - 1.1.1 + - 2.75.0 + - `Tensorflow Hub `__ + * - tensorflow-tcembedding-bert-en-uncased-L-2-H-512-A-8-2 + - False + - 1.1.1 + - 2.75.0 + - `Tensorflow Hub `__ + * - tensorflow-tcembedding-bert-en-uncased-L-2-H-768-A-12-2 + - False + - 1.1.1 + - 2.75.0 + - `Tensorflow Hub `__ + * - tensorflow-tcembedding-bert-en-uncased-L-4-H-128-A-2-2 + - False + - 1.1.1 + - 2.75.0 + - `Tensorflow Hub `__ + * - tensorflow-tcembedding-bert-en-uncased-L-4-H-256-A-4-2 + - False + - 1.1.1 + - 2.75.0 + - `Tensorflow Hub `__ + * - tensorflow-tcembedding-bert-en-uncased-L-4-H-512-A-8-2 + - False + - 1.1.1 + - 2.75.0 + - `Tensorflow Hub `__ + * - tensorflow-tcembedding-bert-en-uncased-L-4-H-768-A-12-2 + - False + - 1.1.1 + - 2.75.0 + - `Tensorflow Hub `__ + * - tensorflow-tcembedding-bert-en-uncased-L-6-H-128-A-2-2 + - False + - 1.1.1 + - 2.75.0 + - `Tensorflow Hub `__ + * - tensorflow-tcembedding-bert-en-uncased-L-6-H-256-A-4 + - False + - 1.1.1 + - 2.75.0 + - `Tensorflow Hub `__ + * - tensorflow-tcembedding-bert-en-uncased-L-6-H-512-A-8-2 + - False + - 1.1.1 + - 2.75.0 + - `Tensorflow Hub `__ + * - tensorflow-tcembedding-bert-en-uncased-L-6-H-768-A-12-2 + - False + - 1.1.1 + - 2.75.0 + - `Tensorflow Hub `__ + * - tensorflow-tcembedding-bert-en-uncased-L-8-H-256-A-4-2 + - False + - 1.1.1 + - 2.75.0 + - `Tensorflow Hub `__ + * - tensorflow-tcembedding-bert-en-uncased-L-8-H-512-A-8-2 + - False + - 1.1.1 + - 2.75.0 + - `Tensorflow Hub `__ + * - tensorflow-tcembedding-bert-en-uncased-L-8-H-768-A-12-2 + - False + - 1.1.1 + - 2.75.0 + - `Tensorflow Hub `__ + * - tensorflow-tcembedding-bert-wiki-books-mnli-2 + - False + - 1.1.1 + - 2.75.0 + - `Tensorflow Hub `__ + * - tensorflow-tcembedding-bert-wiki-books-sst2 + - False + - 1.1.1 + - 2.75.0 + - `Tensorflow Hub `__ + * - tensorflow-tcembedding-talkheads-ggelu-bert-en-base-2 + - False + - 1.1.1 + - 2.75.0 + - `Tensorflow Hub `__ + * - tensorflow-tcembedding-talkheads-ggelu-bert-en-large-2 + - False + - 1.1.1 + - 2.75.0 + - `Tensorflow Hub `__ + * - tensorflow-tcembedding-universal-sentence-encoder-cmlm-en-base-1 + - False + - 1.1.1 + - 2.75.0 + - `Tensorflow Hub `__ + * - tensorflow-tcembedding-universal-sentence-encoder-cmlm-en-large-1 + - False + - 1.1.1 + - 2.75.0 + - `Tensorflow Hub `__ + +.. list-table:: Available Models + :widths: 50 20 20 20 20 + :header-rows: 1 + :class: datatable + + * - Model ID + - Fine Tunable? + - Latest Version + - Min SDK Version + - Source + * - tensorflow-tcembedding-bert-en-uncased-L-10-H-128-A-2-2 + - False + - 1.1.1 + - 2.75.0 + - `Tensorflow Hub `__ + * - tensorflow-tcembedding-bert-en-uncased-L-10-H-256-A-4-2 + - False + - 1.1.1 + - 2.75.0 + - `Tensorflow Hub `__ + * - tensorflow-tcembedding-bert-en-uncased-L-10-H-512-A-8-2 + - False + - 1.1.1 + - 2.75.0 + - `Tensorflow Hub `__ + * - tensorflow-tcembedding-bert-en-uncased-L-10-H-768-A-12-2 + - False + - 1.1.1 + - 2.75.0 + - `Tensorflow Hub `__ + * - tensorflow-tcembedding-bert-en-uncased-L-12-H-128-A-2-2 + - False + - 1.1.1 + - 2.75.0 + - `Tensorflow Hub `__ + * - tensorflow-tcembedding-bert-en-uncased-L-12-H-256-A-4 + - False + - 1.1.1 + - 2.75.0 + - `Tensorflow Hub `__ + * - tensorflow-tcembedding-bert-en-uncased-L-12-H-512-A-8-2 + - False + - 1.1.1 + - 2.75.0 + - `Tensorflow Hub `__ + * - tensorflow-tcembedding-bert-en-uncased-L-12-H-768-A-12-2 + - False + - 1.1.1 + - 2.75.0 + - `Tensorflow Hub `__ + * - tensorflow-tcembedding-bert-en-uncased-L-12-H-768-A-12-4 + - False + - 1.1.1 + - 2.75.0 + - `Tensorflow Hub `__ + * - tensorflow-tcembedding-bert-en-uncased-L-2-H-128-A-2-2 + - False + - 1.1.1 + - 2.75.0 + - `Tensorflow Hub `__ + * - tensorflow-tcembedding-bert-en-uncased-L-2-H-256-A-4 + - False + - 1.1.1 + - 2.75.0 + - `Tensorflow Hub `__ + * - tensorflow-tcembedding-bert-en-uncased-L-2-H-512-A-8-2 + - False + - 1.1.1 + - 2.75.0 + - `Tensorflow Hub `__ + * - tensorflow-tcembedding-bert-en-uncased-L-2-H-768-A-12-2 + - False + - 1.1.1 + - 2.75.0 + - `Tensorflow Hub `__ + * - tensorflow-tcembedding-bert-en-uncased-L-4-H-128-A-2-2 + - False + - 1.1.1 + - 2.75.0 + - `Tensorflow Hub `__ + * - tensorflow-tcembedding-bert-en-uncased-L-4-H-256-A-4-2 + - False + - 1.1.1 + - 2.75.0 + - `Tensorflow Hub `__ + * - tensorflow-tcembedding-bert-en-uncased-L-4-H-512-A-8-2 + - False + - 1.1.1 + - 2.75.0 + - `Tensorflow Hub `__ + * - tensorflow-tcembedding-bert-en-uncased-L-4-H-768-A-12-2 + - False + - 1.1.1 + - 2.75.0 + - `Tensorflow Hub `__ + * - tensorflow-tcembedding-bert-en-uncased-L-6-H-128-A-2-2 + - False + - 1.1.1 + - 2.75.0 + - `Tensorflow Hub `__ + * - tensorflow-tcembedding-bert-en-uncased-L-6-H-256-A-4 + - False + - 1.1.1 + - 2.75.0 + - `Tensorflow Hub `__ + * - tensorflow-tcembedding-bert-en-uncased-L-6-H-512-A-8-2 + - False + - 1.1.1 + - 2.75.0 + - `Tensorflow Hub `__ + * - tensorflow-tcembedding-bert-en-uncased-L-6-H-768-A-12-2 + - False + - 1.1.1 + - 2.75.0 + - `Tensorflow Hub `__ + * - tensorflow-tcembedding-bert-en-uncased-L-8-H-256-A-4-2 + - False + - 1.1.1 + - 2.75.0 + - `Tensorflow Hub `__ + * - tensorflow-tcembedding-bert-en-uncased-L-8-H-512-A-8-2 + - False + - 1.1.1 + - 2.75.0 + - `Tensorflow Hub `__ + * - tensorflow-tcembedding-bert-en-uncased-L-8-H-768-A-12-2 + - False + - 1.1.1 + - 2.75.0 + - `Tensorflow Hub `__ + * - tensorflow-tcembedding-bert-wiki-books-mnli-2 + - False + - 1.1.1 + - 2.75.0 + - `Tensorflow Hub `__ + * - tensorflow-tcembedding-bert-wiki-books-sst2 + - False + - 1.1.1 + - 2.75.0 + - `Tensorflow Hub `__ + * - tensorflow-tcembedding-talkheads-ggelu-bert-en-base-2 + - False + - 1.1.1 + - 2.75.0 + - `Tensorflow Hub `__ + * - tensorflow-tcembedding-talkheads-ggelu-bert-en-large-2 + - False + - 1.1.1 + - 2.75.0 + - `Tensorflow Hub `__ + * - tensorflow-tcembedding-universal-sentence-encoder-cmlm-en-base-1 + - False + - 1.1.1 + - 2.75.0 + - `Tensorflow Hub `__ + * - tensorflow-tcembedding-universal-sentence-encoder-cmlm-en-large-1 + - False + - 1.1.1 + - 2.75.0 + - `Tensorflow Hub `__ + +.. list-table:: Available Models + :widths: 50 20 20 20 20 + :header-rows: 1 + :class: datatable + + * - Model ID + - Fine Tunable? + - Latest Version + - Min SDK Version + - Source + * - tensorflow-tcembedding-bert-en-uncased-L-10-H-128-A-2-2 + - False + - 1.1.1 + - 2.75.0 + - `Tensorflow Hub `__ + * - tensorflow-tcembedding-bert-en-uncased-L-10-H-256-A-4-2 + - False + - 1.1.1 + - 2.75.0 + - `Tensorflow Hub `__ + * - tensorflow-tcembedding-bert-en-uncased-L-10-H-512-A-8-2 + - False + - 1.1.1 + - 2.75.0 + - `Tensorflow Hub `__ + * - tensorflow-tcembedding-bert-en-uncased-L-10-H-768-A-12-2 + - False + - 1.1.1 + - 2.75.0 + - `Tensorflow Hub `__ + * - tensorflow-tcembedding-bert-en-uncased-L-12-H-128-A-2-2 + - False + - 1.1.1 + - 2.75.0 + - `Tensorflow Hub `__ + * - tensorflow-tcembedding-bert-en-uncased-L-12-H-256-A-4 + - False + - 1.1.1 + - 2.75.0 + - `Tensorflow Hub `__ + * - tensorflow-tcembedding-bert-en-uncased-L-12-H-512-A-8-2 + - False + - 1.1.1 + - 2.75.0 + - `Tensorflow Hub `__ + * - tensorflow-tcembedding-bert-en-uncased-L-12-H-768-A-12-2 + - False + - 1.1.1 + - 2.75.0 + - `Tensorflow Hub `__ + * - tensorflow-tcembedding-bert-en-uncased-L-12-H-768-A-12-4 + - False + - 1.1.1 + - 2.75.0 + - `Tensorflow Hub `__ + * - tensorflow-tcembedding-bert-en-uncased-L-2-H-128-A-2-2 + - False + - 1.1.1 + - 2.75.0 + - `Tensorflow Hub `__ + * - tensorflow-tcembedding-bert-en-uncased-L-2-H-256-A-4 + - False + - 1.1.1 + - 2.75.0 + - `Tensorflow Hub `__ + * - tensorflow-tcembedding-bert-en-uncased-L-2-H-512-A-8-2 + - False + - 1.1.1 + - 2.75.0 + - `Tensorflow Hub `__ + * - tensorflow-tcembedding-bert-en-uncased-L-2-H-768-A-12-2 + - False + - 1.1.1 + - 2.75.0 + - `Tensorflow Hub `__ + * - tensorflow-tcembedding-bert-en-uncased-L-4-H-128-A-2-2 + - False + - 1.1.1 + - 2.75.0 + - `Tensorflow Hub `__ + * - tensorflow-tcembedding-bert-en-uncased-L-4-H-256-A-4-2 + - False + - 1.1.1 + - 2.75.0 + - `Tensorflow Hub `__ + * - tensorflow-tcembedding-bert-en-uncased-L-4-H-512-A-8-2 + - False + - 1.1.1 + - 2.75.0 + - `Tensorflow Hub `__ + * - tensorflow-tcembedding-bert-en-uncased-L-4-H-768-A-12-2 + - False + - 1.1.1 + - 2.75.0 + - `Tensorflow Hub `__ + * - tensorflow-tcembedding-bert-en-uncased-L-6-H-128-A-2-2 + - False + - 1.1.1 + - 2.75.0 + - `Tensorflow Hub `__ + * - tensorflow-tcembedding-bert-en-uncased-L-6-H-256-A-4 + - False + - 1.1.1 + - 2.75.0 + - `Tensorflow Hub `__ + * - tensorflow-tcembedding-bert-en-uncased-L-6-H-512-A-8-2 + - False + - 1.1.1 + - 2.75.0 + - `Tensorflow Hub `__ + * - tensorflow-tcembedding-bert-en-uncased-L-6-H-768-A-12-2 + - False + - 1.1.1 + - 2.75.0 + - `Tensorflow Hub `__ + * - tensorflow-tcembedding-bert-en-uncased-L-8-H-256-A-4-2 + - False + - 1.1.1 + - 2.75.0 + - `Tensorflow Hub `__ + * - tensorflow-tcembedding-bert-en-uncased-L-8-H-512-A-8-2 + - False + - 1.1.1 + - 2.75.0 + - `Tensorflow Hub `__ + * - tensorflow-tcembedding-bert-en-uncased-L-8-H-768-A-12-2 + - False + - 1.1.1 + - 2.75.0 + - `Tensorflow Hub `__ + * - tensorflow-tcembedding-bert-wiki-books-mnli-2 + - False + - 1.1.1 + - 2.75.0 + - `Tensorflow Hub `__ + * - tensorflow-tcembedding-bert-wiki-books-sst2 + - False + - 1.1.1 + - 2.75.0 + - `Tensorflow Hub `__ + * - tensorflow-tcembedding-talkheads-ggelu-bert-en-base-2 + - False + - 1.1.1 + - 2.75.0 + - `Tensorflow Hub `__ + * - tensorflow-tcembedding-talkheads-ggelu-bert-en-large-2 + - False + - 1.1.1 + - 2.75.0 + - `Tensorflow Hub `__ + * - tensorflow-tcembedding-universal-sentence-encoder-cmlm-en-base-1 + - False + - 1.1.1 + - 2.75.0 + - `Tensorflow Hub `__ + * - tensorflow-tcembedding-universal-sentence-encoder-cmlm-en-large-1 + - False + - 1.1.1 + - 2.75.0 + - `Tensorflow Hub `__ + +.. list-table:: Available Models + :widths: 50 20 20 20 20 + :header-rows: 1 + :class: datatable + + * - Model ID + - Fine Tunable? + - Latest Version + - Min SDK Version + - Source + * - tensorflow-tcembedding-bert-en-uncased-L-10-H-128-A-2-2 + - False + - 1.1.1 + - 2.75.0 + - `Tensorflow Hub `__ + * - tensorflow-tcembedding-bert-en-uncased-L-10-H-256-A-4-2 + - False + - 1.1.1 + - 2.75.0 + - `Tensorflow Hub `__ + * - tensorflow-tcembedding-bert-en-uncased-L-10-H-512-A-8-2 + - False + - 1.1.1 + - 2.75.0 + - `Tensorflow Hub `__ + * - tensorflow-tcembedding-bert-en-uncased-L-10-H-768-A-12-2 + - False + - 1.1.1 + - 2.75.0 + - `Tensorflow Hub `__ + * - tensorflow-tcembedding-bert-en-uncased-L-12-H-128-A-2-2 + - False + - 1.1.1 + - 2.75.0 + - `Tensorflow Hub `__ + * - tensorflow-tcembedding-bert-en-uncased-L-12-H-256-A-4 + - False + - 1.1.1 + - 2.75.0 + - `Tensorflow Hub `__ + * - tensorflow-tcembedding-bert-en-uncased-L-12-H-512-A-8-2 + - False + - 1.1.1 + - 2.75.0 + - `Tensorflow Hub `__ + * - tensorflow-tcembedding-bert-en-uncased-L-12-H-768-A-12-2 + - False + - 1.1.1 + - 2.75.0 + - `Tensorflow Hub `__ + * - tensorflow-tcembedding-bert-en-uncased-L-12-H-768-A-12-4 + - False + - 1.1.1 + - 2.75.0 + - `Tensorflow Hub `__ + * - tensorflow-tcembedding-bert-en-uncased-L-2-H-128-A-2-2 + - False + - 1.1.1 + - 2.75.0 + - `Tensorflow Hub `__ + * - tensorflow-tcembedding-bert-en-uncased-L-2-H-256-A-4 + - False + - 1.1.1 + - 2.75.0 + - `Tensorflow Hub `__ + * - tensorflow-tcembedding-bert-en-uncased-L-2-H-512-A-8-2 + - False + - 1.1.1 + - 2.75.0 + - `Tensorflow Hub `__ + * - tensorflow-tcembedding-bert-en-uncased-L-2-H-768-A-12-2 + - False + - 1.1.1 + - 2.75.0 + - `Tensorflow Hub `__ + * - tensorflow-tcembedding-bert-en-uncased-L-4-H-128-A-2-2 + - False + - 1.1.1 + - 2.75.0 + - `Tensorflow Hub `__ + * - tensorflow-tcembedding-bert-en-uncased-L-4-H-256-A-4-2 + - False + - 1.1.1 + - 2.75.0 + - `Tensorflow Hub `__ + * - tensorflow-tcembedding-bert-en-uncased-L-4-H-512-A-8-2 + - False + - 1.1.1 + - 2.75.0 + - `Tensorflow Hub `__ + * - tensorflow-tcembedding-bert-en-uncased-L-4-H-768-A-12-2 + - False + - 1.1.1 + - 2.75.0 + - `Tensorflow Hub `__ + * - tensorflow-tcembedding-bert-en-uncased-L-6-H-128-A-2-2 + - False + - 1.1.1 + - 2.75.0 + - `Tensorflow Hub `__ + * - tensorflow-tcembedding-bert-en-uncased-L-6-H-256-A-4 + - False + - 1.1.1 + - 2.75.0 + - `Tensorflow Hub `__ + * - tensorflow-tcembedding-bert-en-uncased-L-6-H-512-A-8-2 + - False + - 1.1.1 + - 2.75.0 + - `Tensorflow Hub `__ + * - tensorflow-tcembedding-bert-en-uncased-L-6-H-768-A-12-2 + - False + - 1.1.1 + - 2.75.0 + - `Tensorflow Hub `__ + * - tensorflow-tcembedding-bert-en-uncased-L-8-H-256-A-4-2 + - False + - 1.1.1 + - 2.75.0 + - `Tensorflow Hub `__ + * - tensorflow-tcembedding-bert-en-uncased-L-8-H-512-A-8-2 + - False + - 1.1.1 + - 2.75.0 + - `Tensorflow Hub `__ + * - tensorflow-tcembedding-bert-en-uncased-L-8-H-768-A-12-2 + - False + - 1.1.1 + - 2.75.0 + - `Tensorflow Hub `__ + * - tensorflow-tcembedding-bert-wiki-books-mnli-2 + - False + - 1.1.1 + - 2.75.0 + - `Tensorflow Hub `__ + * - tensorflow-tcembedding-bert-wiki-books-sst2 + - False + - 1.1.1 + - 2.75.0 + - `Tensorflow Hub `__ + * - tensorflow-tcembedding-talkheads-ggelu-bert-en-base-2 + - False + - 1.1.1 + - 2.75.0 + - `Tensorflow Hub `__ + * - tensorflow-tcembedding-talkheads-ggelu-bert-en-large-2 + - False + - 1.1.1 + - 2.75.0 + - `Tensorflow Hub `__ + * - tensorflow-tcembedding-universal-sentence-encoder-cmlm-en-base-1 + - False + - 1.1.1 + - 2.75.0 + - `Tensorflow Hub `__ + * - tensorflow-tcembedding-universal-sentence-encoder-cmlm-en-large-1 + - False + - 1.1.1 + - 2.75.0 + - `Tensorflow Hub `__ + +.. list-table:: Available Models + :widths: 50 20 20 20 20 + :header-rows: 1 + :class: datatable + + * - Model ID + - Fine Tunable? + - Latest Version + - Min SDK Version + - Source + * - tensorflow-tcembedding-bert-en-uncased-L-10-H-128-A-2-2 + - False + - 1.1.1 + - 2.75.0 + - `Tensorflow Hub `__ + * - tensorflow-tcembedding-bert-en-uncased-L-10-H-256-A-4-2 + - False + - 1.1.1 + - 2.75.0 + - `Tensorflow Hub `__ + * - tensorflow-tcembedding-bert-en-uncased-L-10-H-512-A-8-2 + - False + - 1.1.1 + - 2.75.0 + - `Tensorflow Hub `__ + * - tensorflow-tcembedding-bert-en-uncased-L-10-H-768-A-12-2 + - False + - 1.1.1 + - 2.75.0 + - `Tensorflow Hub `__ + * - tensorflow-tcembedding-bert-en-uncased-L-12-H-128-A-2-2 + - False + - 1.1.1 + - 2.75.0 + - `Tensorflow Hub `__ + * - tensorflow-tcembedding-bert-en-uncased-L-12-H-256-A-4 + - False + - 1.1.1 + - 2.75.0 + - `Tensorflow Hub `__ + * - tensorflow-tcembedding-bert-en-uncased-L-12-H-512-A-8-2 + - False + - 1.1.1 + - 2.75.0 + - `Tensorflow Hub `__ + * - tensorflow-tcembedding-bert-en-uncased-L-12-H-768-A-12-2 + - False + - 1.1.1 + - 2.75.0 + - `Tensorflow Hub `__ + * - tensorflow-tcembedding-bert-en-uncased-L-12-H-768-A-12-4 + - False + - 1.1.1 + - 2.75.0 + - `Tensorflow Hub `__ + * - tensorflow-tcembedding-bert-en-uncased-L-2-H-128-A-2-2 + - False + - 1.1.1 + - 2.75.0 + - `Tensorflow Hub `__ + * - tensorflow-tcembedding-bert-en-uncased-L-2-H-256-A-4 + - False + - 1.1.1 + - 2.75.0 + - `Tensorflow Hub `__ + * - tensorflow-tcembedding-bert-en-uncased-L-2-H-512-A-8-2 + - False + - 1.1.1 + - 2.75.0 + - `Tensorflow Hub `__ + * - tensorflow-tcembedding-bert-en-uncased-L-2-H-768-A-12-2 + - False + - 1.1.1 + - 2.75.0 + - `Tensorflow Hub `__ + * - tensorflow-tcembedding-bert-en-uncased-L-4-H-128-A-2-2 + - False + - 1.1.1 + - 2.75.0 + - `Tensorflow Hub `__ + * - tensorflow-tcembedding-bert-en-uncased-L-4-H-256-A-4-2 + - False + - 1.1.1 + - 2.75.0 + - `Tensorflow Hub `__ + * - tensorflow-tcembedding-bert-en-uncased-L-4-H-512-A-8-2 + - False + - 1.1.1 + - 2.75.0 + - `Tensorflow Hub `__ + * - tensorflow-tcembedding-bert-en-uncased-L-4-H-768-A-12-2 + - False + - 1.1.1 + - 2.75.0 + - `Tensorflow Hub `__ + * - tensorflow-tcembedding-bert-en-uncased-L-6-H-128-A-2-2 + - False + - 1.1.1 + - 2.75.0 + - `Tensorflow Hub `__ + * - tensorflow-tcembedding-bert-en-uncased-L-6-H-256-A-4 + - False + - 1.1.1 + - 2.75.0 + - `Tensorflow Hub `__ + * - tensorflow-tcembedding-bert-en-uncased-L-6-H-512-A-8-2 + - False + - 1.1.1 + - 2.75.0 + - `Tensorflow Hub `__ + * - tensorflow-tcembedding-bert-en-uncased-L-6-H-768-A-12-2 + - False + - 1.1.1 + - 2.75.0 + - `Tensorflow Hub `__ + * - tensorflow-tcembedding-bert-en-uncased-L-8-H-256-A-4-2 + - False + - 1.1.1 + - 2.75.0 + - `Tensorflow Hub `__ + * - tensorflow-tcembedding-bert-en-uncased-L-8-H-512-A-8-2 + - False + - 1.1.1 + - 2.75.0 + - `Tensorflow Hub `__ + * - tensorflow-tcembedding-bert-en-uncased-L-8-H-768-A-12-2 + - False + - 1.1.1 + - 2.75.0 + - `Tensorflow Hub `__ + * - tensorflow-tcembedding-bert-wiki-books-mnli-2 + - False + - 1.1.1 + - 2.75.0 + - `Tensorflow Hub `__ + * - tensorflow-tcembedding-bert-wiki-books-sst2 + - False + - 1.1.1 + - 2.75.0 + - `Tensorflow Hub `__ + * - tensorflow-tcembedding-talkheads-ggelu-bert-en-base-2 + - False + - 1.1.1 + - 2.75.0 + - `Tensorflow Hub `__ + * - tensorflow-tcembedding-talkheads-ggelu-bert-en-large-2 + - False + - 1.1.1 + - 2.75.0 + - `Tensorflow Hub `__ + * - tensorflow-tcembedding-universal-sentence-encoder-cmlm-en-base-1 + - False + - 1.1.1 + - 2.75.0 + - `Tensorflow Hub `__ + * - tensorflow-tcembedding-universal-sentence-encoder-cmlm-en-large-1 + - False + - 1.1.1 + - 2.75.0 + - `Tensorflow Hub `__ + +.. list-table:: Available Models + :widths: 50 20 20 20 20 + :header-rows: 1 + :class: datatable + + * - Model ID + - Fine Tunable? + - Latest Version + - Min SDK Version + - Source + * - tensorflow-tcembedding-bert-en-uncased-L-10-H-128-A-2-2 + - False + - 1.1.1 + - 2.75.0 + - `Tensorflow Hub `__ + * - tensorflow-tcembedding-bert-en-uncased-L-10-H-256-A-4-2 + - False + - 1.1.1 + - 2.75.0 + - `Tensorflow Hub `__ + * - tensorflow-tcembedding-bert-en-uncased-L-10-H-512-A-8-2 + - False + - 1.1.1 + - 2.75.0 + - `Tensorflow Hub `__ + * - tensorflow-tcembedding-bert-en-uncased-L-10-H-768-A-12-2 + - False + - 1.1.1 + - 2.75.0 + - `Tensorflow Hub `__ + * - tensorflow-tcembedding-bert-en-uncased-L-12-H-128-A-2-2 + - False + - 1.1.1 + - 2.75.0 + - `Tensorflow Hub `__ + * - tensorflow-tcembedding-bert-en-uncased-L-12-H-256-A-4 + - False + - 1.1.1 + - 2.75.0 + - `Tensorflow Hub `__ + * - tensorflow-tcembedding-bert-en-uncased-L-12-H-512-A-8-2 + - False + - 1.1.1 + - 2.75.0 + - `Tensorflow Hub `__ + * - tensorflow-tcembedding-bert-en-uncased-L-12-H-768-A-12-2 + - False + - 1.1.1 + - 2.75.0 + - `Tensorflow Hub `__ + * - tensorflow-tcembedding-bert-en-uncased-L-12-H-768-A-12-4 + - False + - 1.1.1 + - 2.75.0 + - `Tensorflow Hub `__ + * - tensorflow-tcembedding-bert-en-uncased-L-2-H-128-A-2-2 + - False + - 1.1.1 + - 2.75.0 + - `Tensorflow Hub `__ + * - tensorflow-tcembedding-bert-en-uncased-L-2-H-256-A-4 + - False + - 1.1.1 + - 2.75.0 + - `Tensorflow Hub `__ + * - tensorflow-tcembedding-bert-en-uncased-L-2-H-512-A-8-2 + - False + - 1.1.1 + - 2.75.0 + - `Tensorflow Hub `__ + * - tensorflow-tcembedding-bert-en-uncased-L-2-H-768-A-12-2 + - False + - 1.1.1 + - 2.75.0 + - `Tensorflow Hub `__ + * - tensorflow-tcembedding-bert-en-uncased-L-4-H-128-A-2-2 + - False + - 1.1.1 + - 2.75.0 + - `Tensorflow Hub `__ + * - tensorflow-tcembedding-bert-en-uncased-L-4-H-256-A-4-2 + - False + - 1.1.1 + - 2.75.0 + - `Tensorflow Hub `__ + * - tensorflow-tcembedding-bert-en-uncased-L-4-H-512-A-8-2 + - False + - 1.1.1 + - 2.75.0 + - `Tensorflow Hub `__ + * - tensorflow-tcembedding-bert-en-uncased-L-4-H-768-A-12-2 + - False + - 1.1.1 + - 2.75.0 + - `Tensorflow Hub `__ + * - tensorflow-tcembedding-bert-en-uncased-L-6-H-128-A-2-2 + - False + - 1.1.1 + - 2.75.0 + - `Tensorflow Hub `__ + * - tensorflow-tcembedding-bert-en-uncased-L-6-H-256-A-4 + - False + - 1.1.1 + - 2.75.0 + - `Tensorflow Hub `__ + * - tensorflow-tcembedding-bert-en-uncased-L-6-H-512-A-8-2 + - False + - 1.1.1 + - 2.75.0 + - `Tensorflow Hub `__ + * - tensorflow-tcembedding-bert-en-uncased-L-6-H-768-A-12-2 + - False + - 1.1.1 + - 2.75.0 + - `Tensorflow Hub `__ + * - tensorflow-tcembedding-bert-en-uncased-L-8-H-256-A-4-2 + - False + - 1.1.1 + - 2.75.0 + - `Tensorflow Hub `__ + * - tensorflow-tcembedding-bert-en-uncased-L-8-H-512-A-8-2 + - False + - 1.1.1 + - 2.75.0 + - `Tensorflow Hub `__ + * - tensorflow-tcembedding-bert-en-uncased-L-8-H-768-A-12-2 + - False + - 1.1.1 + - 2.75.0 + - `Tensorflow Hub `__ + * - tensorflow-tcembedding-bert-wiki-books-mnli-2 + - False + - 1.1.1 + - 2.75.0 + - `Tensorflow Hub `__ + * - tensorflow-tcembedding-bert-wiki-books-sst2 + - False + - 1.1.1 + - 2.75.0 + - `Tensorflow Hub `__ + * - tensorflow-tcembedding-talkheads-ggelu-bert-en-base-2 + - False + - 1.1.1 + - 2.75.0 + - `Tensorflow Hub `__ + * - tensorflow-tcembedding-talkheads-ggelu-bert-en-large-2 + - False + - 1.1.1 + - 2.75.0 + - `Tensorflow Hub `__ + * - tensorflow-tcembedding-universal-sentence-encoder-cmlm-en-base-1 + - False + - 1.1.1 + - 2.75.0 + - `Tensorflow Hub `__ + * - tensorflow-tcembedding-universal-sentence-encoder-cmlm-en-large-1 + - False + - 1.1.1 + - 2.75.0 + - `Tensorflow Hub `__ diff --git a/doc/doc_utils/jumpstart_doc_utils.py b/doc/doc_utils/jumpstart_doc_utils.py index ff024a5493..8c6f02df65 100644 --- a/doc/doc_utils/jumpstart_doc_utils.py +++ b/doc/doc_utils/jumpstart_doc_utils.py @@ -31,6 +31,10 @@ class Tasks(str, Enum): TEXT_GENERATION = "textgeneration" IC_EMBEDDING = "icembedding" TC_EMBEDDING = "tcembedding" + AUDIO_EMBEDDING = "audioembedding" + TXT2IMG = "txt2img" + UPSCALING = "upscaling" + ZSTC = "zstc" NER = "ner" SUMMARIZATION = "summarization" TRANSLATION = "translation" @@ -69,6 +73,7 @@ class Frameworks(str, Enum): LIGHTGBM = "LightGBM" XGBOOST = "XGBoost" SCIKIT_LEARN = "ScikitLearn" + STABILITYAI = "stabilityai" SOURCE = "Source" @@ -153,9 +158,27 @@ class Frameworks(str, Enum): Frameworks.HUGGINGFACE, ): "algorithms/text/text_summarization_hugging_face.rst", ( - Tasks.TC, + Tasks.ZSTC, Frameworks.HUGGINGFACE, - ): "algorithms/text/text_classifcation_hugging_face.rst", + ): "algorithms/text/zstc_hugging_face.rst", + ( + Tasks.TXT2IMG, + Frameworks.HUGGINGFACE, + ): "algorithms/text/txt2img_hugging_face.rst", + # Need to confirm if we are specifically using StabilityAI or Huggingface + ( + Tasks.TXT2IMG, + Frameworks.HUGGINGFACE, + ): "algorithms/text/txt2img_stability_ai.rst", + # Need to confirm if we are specifically using StabilityAI or Huggingface + ( + Tasks.UPSCALING, + Frameworks.HUGGINGFACE, + ): "algorithms/text/upscaling_stability_ai.rst", + ( + Tasks.AUDIO_EMBEDDING, + Frameworks.TENSORFLOW, + ): "algorithms/audio/audioembedding_tensorflow.rst", } @@ -180,9 +203,9 @@ def get_model_task(id): def get_list_model_task(id): tasks = [] task = get_string_model_task(id) - tasks.add(task) + tasks.append(task) if (tasks == Tasks.OD): - tasks.add(Tasks.OD1) + tasks.append(Tasks.OD1) return tasks @@ -280,40 +303,41 @@ def create_jumpstart_model_table(): " - `{} <{}>`__ |external-link|\n".format(model_source, model_spec["url"]) ) - for string_model_task in list_model_task: - if (string_model_task, TO_FRAMEWORK[model_source]) in MODALITY_MAP: - file_content_single_entry = [] - - if ( + # for string_model_task in list_model_task: + string_model_task = list_model_task[0] + if (string_model_task, TO_FRAMEWORK[model_source]) in MODALITY_MAP: + file_content_single_entry = [] + + if ( + MODALITY_MAP[(string_model_task, TO_FRAMEWORK[model_source])] + not in dynamic_table_files + ): + file_content_single_entry.append("\n") + file_content_single_entry.append(".. list-table:: Available Models\n") + file_content_single_entry.append(" :widths: 50 20 20 20 20\n") + file_content_single_entry.append(" :header-rows: 1\n") + file_content_single_entry.append(" :class: datatable\n") + file_content_single_entry.append("\n") + file_content_single_entry.append(" * - Model ID\n") + file_content_single_entry.append(" - Fine Tunable?\n") + file_content_single_entry.append(" - Latest Version\n") + file_content_single_entry.append(" - Min SDK Version\n") + file_content_single_entry.append(" - Source\n") + + dynamic_table_files.append( MODALITY_MAP[(string_model_task, TO_FRAMEWORK[model_source])] - not in dynamic_table_files - ): - file_content_single_entry.append("\n") - file_content_single_entry.append(".. list-table:: Available Models\n") - file_content_single_entry.append(" :widths: 50 20 20 20 20\n") - file_content_single_entry.append(" :header-rows: 1\n") - file_content_single_entry.append(" :class: datatable\n") - file_content_single_entry.append("\n") - file_content_single_entry.append(" * - Model ID\n") - file_content_single_entry.append(" - Fine Tunable?\n") - file_content_single_entry.append(" - Latest Version\n") - file_content_single_entry.append(" - Min SDK Version\n") - file_content_single_entry.append(" - Source\n") - - dynamic_table_files.append( - MODALITY_MAP[(string_model_task, TO_FRAMEWORK[model_source])] - ) - - file_content_single_entry.append(" * - {}\n".format(model_spec["model_id"])) - file_content_single_entry.append(" - {}\n".format(model_spec["training_supported"])) - file_content_single_entry.append(" - {}\n".format(model["version"])) - file_content_single_entry.append(" - {}\n".format(model["min_version"])) - file_content_single_entry.append( - " - `{} <{}>`__\n".format(model_source, model_spec["url"]) ) - f = open(MODALITY_MAP[(string_model_task, TO_FRAMEWORK[model_source])], "a") - f.writelines(file_content_single_entry) - f.close() + + file_content_single_entry.append(" * - {}\n".format(model_spec["model_id"])) + file_content_single_entry.append(" - {}\n".format(model_spec["training_supported"])) + file_content_single_entry.append(" - {}\n".format(model["version"])) + file_content_single_entry.append(" - {}\n".format(model["min_version"])) + file_content_single_entry.append( + " - `{} <{}>`__\n".format(model_source, model_spec["url"]) + ) + f = open(MODALITY_MAP[(string_model_task, TO_FRAMEWORK[model_source])], "a") + f.writelines(file_content_single_entry) + f.close() f = open("doc_utils/pretrainedmodels.rst", "a") f.writelines(file_content_intro) From 2c2f7623b0eefbdf14767412005a4ba6ba1a6797 Mon Sep 17 00:00:00 2001 From: chrstfu Date: Tue, 10 Jan 2023 15:17:59 +0000 Subject: [PATCH 05/18] fix: more files --- .../vision/text_embedding_mxnet.rst | 186 ++++++++++++++++++ 1 file changed, 186 insertions(+) diff --git a/doc/algorithms/vision/text_embedding_mxnet.rst b/doc/algorithms/vision/text_embedding_mxnet.rst index 1432e6a8a9..4b675927e8 100644 --- a/doc/algorithms/vision/text_embedding_mxnet.rst +++ b/doc/algorithms/vision/text_embedding_mxnet.rst @@ -7,3 +7,189 @@ This is a supervised text embedding algorithm which supports many pre-trained mo demonstrates how to use the Sagemaker Python SDK for Text Embedding for using these algorithms. For detailed documentation please refer :ref:`Use Built-in Algorithms with Pre-trained Models in SageMaker Python SDK ` + +.. list-table:: Available Models + :widths: 50 20 20 20 20 + :header-rows: 1 + :class: datatable + + * - Model ID + - Fine Tunable? + - Latest Version + - Min SDK Version + - Source + * - mxnet-tcembedding-robertafin-base-uncased + - False + - 1.2.1 + - 2.100.0 + - `GluonCV `__ + * - mxnet-tcembedding-robertafin-base-wiki-uncased + - False + - 1.2.1 + - 2.100.0 + - `GluonCV `__ + * - mxnet-tcembedding-robertafin-large-uncased + - False + - 1.2.1 + - 2.100.0 + - `GluonCV `__ + * - mxnet-tcembedding-robertafin-large-wiki-uncased + - False + - 1.2.1 + - 2.100.0 + - `GluonCV `__ + +.. list-table:: Available Models + :widths: 50 20 20 20 20 + :header-rows: 1 + :class: datatable + + * - Model ID + - Fine Tunable? + - Latest Version + - Min SDK Version + - Source + * - mxnet-tcembedding-robertafin-base-uncased + - False + - 1.2.1 + - 2.100.0 + - `GluonCV `__ + * - mxnet-tcembedding-robertafin-base-wiki-uncased + - False + - 1.2.1 + - 2.100.0 + - `GluonCV `__ + * - mxnet-tcembedding-robertafin-large-uncased + - False + - 1.2.1 + - 2.100.0 + - `GluonCV `__ + * - mxnet-tcembedding-robertafin-large-wiki-uncased + - False + - 1.2.1 + - 2.100.0 + - `GluonCV `__ + +.. list-table:: Available Models + :widths: 50 20 20 20 20 + :header-rows: 1 + :class: datatable + + * - Model ID + - Fine Tunable? + - Latest Version + - Min SDK Version + - Source + * - mxnet-tcembedding-robertafin-base-uncased + - False + - 1.2.1 + - 2.100.0 + - `GluonCV `__ + * - mxnet-tcembedding-robertafin-base-wiki-uncased + - False + - 1.2.1 + - 2.100.0 + - `GluonCV `__ + * - mxnet-tcembedding-robertafin-large-uncased + - False + - 1.2.1 + - 2.100.0 + - `GluonCV `__ + * - mxnet-tcembedding-robertafin-large-wiki-uncased + - False + - 1.2.1 + - 2.100.0 + - `GluonCV `__ + +.. list-table:: Available Models + :widths: 50 20 20 20 20 + :header-rows: 1 + :class: datatable + + * - Model ID + - Fine Tunable? + - Latest Version + - Min SDK Version + - Source + * - mxnet-tcembedding-robertafin-base-uncased + - False + - 1.2.1 + - 2.100.0 + - `GluonCV `__ + * - mxnet-tcembedding-robertafin-base-wiki-uncased + - False + - 1.2.1 + - 2.100.0 + - `GluonCV `__ + * - mxnet-tcembedding-robertafin-large-uncased + - False + - 1.2.1 + - 2.100.0 + - `GluonCV `__ + * - mxnet-tcembedding-robertafin-large-wiki-uncased + - False + - 1.2.1 + - 2.100.0 + - `GluonCV `__ + +.. list-table:: Available Models + :widths: 50 20 20 20 20 + :header-rows: 1 + :class: datatable + + * - Model ID + - Fine Tunable? + - Latest Version + - Min SDK Version + - Source + * - mxnet-tcembedding-robertafin-base-uncased + - False + - 1.2.1 + - 2.100.0 + - `GluonCV `__ + * - mxnet-tcembedding-robertafin-base-wiki-uncased + - False + - 1.2.1 + - 2.100.0 + - `GluonCV `__ + * - mxnet-tcembedding-robertafin-large-uncased + - False + - 1.2.1 + - 2.100.0 + - `GluonCV `__ + * - mxnet-tcembedding-robertafin-large-wiki-uncased + - False + - 1.2.1 + - 2.100.0 + - `GluonCV `__ + +.. list-table:: Available Models + :widths: 50 20 20 20 20 + :header-rows: 1 + :class: datatable + + * - Model ID + - Fine Tunable? + - Latest Version + - Min SDK Version + - Source + * - mxnet-tcembedding-robertafin-base-uncased + - False + - 1.2.1 + - 2.100.0 + - `GluonCV `__ + * - mxnet-tcembedding-robertafin-base-wiki-uncased + - False + - 1.2.1 + - 2.100.0 + - `GluonCV `__ + * - mxnet-tcembedding-robertafin-large-uncased + - False + - 1.2.1 + - 2.100.0 + - `GluonCV `__ + * - mxnet-tcembedding-robertafin-large-wiki-uncased + - False + - 1.2.1 + - 2.100.0 + - `GluonCV `__ From acf3ee122b13bbf563c2455c1df6b559f8644f2e Mon Sep 17 00:00:00 2001 From: chrstfu Date: Tue, 10 Jan 2023 15:32:28 +0000 Subject: [PATCH 06/18] fix: adding index to audio --- doc/algorithms/audio/index.rst | 10 ++++++++++ 1 file changed, 10 insertions(+) create mode 100644 doc/algorithms/audio/index.rst diff --git a/doc/algorithms/audio/index.rst b/doc/algorithms/audio/index.rst new file mode 100644 index 0000000000..e8e53f64da --- /dev/null +++ b/doc/algorithms/audio/index.rst @@ -0,0 +1,10 @@ +###################### +Audio +###################### + +Amazon SageMaker provides audio processing algorithms that are used for embedding. + +.. toctree:: + :maxdepth: 2 + + audioembedding_tensorflow From 4fc9f6c8740018d5c25582565f0240f1852521ea Mon Sep 17 00:00:00 2001 From: chrstfu Date: Tue, 10 Jan 2023 15:38:30 +0000 Subject: [PATCH 07/18] fix: adding tree --- doc/algorithms/index.rst | 1 + 1 file changed, 1 insertion(+) diff --git a/doc/algorithms/index.rst b/doc/algorithms/index.rst index 87d1c62a89..28d694ae66 100644 --- a/doc/algorithms/index.rst +++ b/doc/algorithms/index.rst @@ -17,3 +17,4 @@ Built-in algorithms are offered in 2 modes: time_series/index unsupervised/index vision/index + audio/index From 24ac667e5502985b8cb45a3152571ef0ff53fdb2 Mon Sep 17 00:00:00 2001 From: chrstfu Date: Tue, 10 Jan 2023 15:43:22 +0000 Subject: [PATCH 08/18] fix: adding more files --- doc/algorithms/text/index.rst | 1 + 1 file changed, 1 insertion(+) diff --git a/doc/algorithms/text/index.rst b/doc/algorithms/text/index.rst index 32d4f59b86..9384b60aac 100644 --- a/doc/algorithms/text/index.rst +++ b/doc/algorithms/text/index.rst @@ -20,3 +20,4 @@ Amazon SageMaker provides algorithms that are tailored to the analysis of textua text_summarization_hugging_face text_generation_hugging_face machine_translation_hugging_face + text_classification_hugging_face From d1b2d5bbf5b8e53d3483894ae218e2d1e8e9cf37 Mon Sep 17 00:00:00 2001 From: chrstfu Date: Tue, 10 Jan 2023 16:02:52 +0000 Subject: [PATCH 09/18] fix: more files --- doc/algorithms/text/index.rst | 2 ++ 1 file changed, 2 insertions(+) diff --git a/doc/algorithms/text/index.rst b/doc/algorithms/text/index.rst index 9384b60aac..0f54f29b7c 100644 --- a/doc/algorithms/text/index.rst +++ b/doc/algorithms/text/index.rst @@ -21,3 +21,5 @@ Amazon SageMaker provides algorithms that are tailored to the analysis of textua text_generation_hugging_face machine_translation_hugging_face text_classification_hugging_face + txt2img_hugging_face + txt2img_stability_ai From acc3556a1a2bd2628b3bb78307cb2b6d282c50e4 Mon Sep 17 00:00:00 2001 From: chrstfu Date: Tue, 10 Jan 2023 16:07:15 +0000 Subject: [PATCH 10/18] fix: adding more files --- doc/algorithms/text/index.rst | 1 + 1 file changed, 1 insertion(+) diff --git a/doc/algorithms/text/index.rst b/doc/algorithms/text/index.rst index 0f54f29b7c..9f137aef0d 100644 --- a/doc/algorithms/text/index.rst +++ b/doc/algorithms/text/index.rst @@ -23,3 +23,4 @@ Amazon SageMaker provides algorithms that are tailored to the analysis of textua text_classification_hugging_face txt2img_hugging_face txt2img_stability_ai + upscaling_stability_ai From 458eced31489fa6719bd80be349d2a91178c5c33 Mon Sep 17 00:00:00 2001 From: chrstfu Date: Tue, 10 Jan 2023 16:20:33 +0000 Subject: [PATCH 11/18] fix: more tree stuff --- doc/algorithms/text/index.rst | 1 + 1 file changed, 1 insertion(+) diff --git a/doc/algorithms/text/index.rst b/doc/algorithms/text/index.rst index 9f137aef0d..2014af4bc5 100644 --- a/doc/algorithms/text/index.rst +++ b/doc/algorithms/text/index.rst @@ -24,3 +24,4 @@ Amazon SageMaker provides algorithms that are tailored to the analysis of textua txt2img_hugging_face txt2img_stability_ai upscaling_stability_ai + zstc_hugging_face From 4bc64f2dca50a399d579c880884a7b186fba707a Mon Sep 17 00:00:00 2001 From: chrstfu Date: Tue, 10 Jan 2023 16:27:11 +0000 Subject: [PATCH 12/18] fix: fixing up doctree --- doc/algorithms/text/index.rst | 1 - 1 file changed, 1 deletion(-) diff --git a/doc/algorithms/text/index.rst b/doc/algorithms/text/index.rst index 2014af4bc5..e798620299 100644 --- a/doc/algorithms/text/index.rst +++ b/doc/algorithms/text/index.rst @@ -23,5 +23,4 @@ Amazon SageMaker provides algorithms that are tailored to the analysis of textua text_classification_hugging_face txt2img_hugging_face txt2img_stability_ai - upscaling_stability_ai zstc_hugging_face From 8342bfec0d0a454f763c14406e6a7d1bbe225a0c Mon Sep 17 00:00:00 2001 From: chrstfu Date: Tue, 10 Jan 2023 16:34:07 +0000 Subject: [PATCH 13/18] fix: not sure how this file got in --- .../text/upscaling_stability_ai.rst | 96 ------------------- 1 file changed, 96 deletions(-) delete mode 100644 doc/algorithms/text/upscaling_stability_ai.rst diff --git a/doc/algorithms/text/upscaling_stability_ai.rst b/doc/algorithms/text/upscaling_stability_ai.rst deleted file mode 100644 index 159334901c..0000000000 --- a/doc/algorithms/text/upscaling_stability_ai.rst +++ /dev/null @@ -1,96 +0,0 @@ - -.. list-table:: Available Models - :widths: 50 20 20 20 20 - :header-rows: 1 - :class: datatable - - * - Model ID - - Fine Tunable? - - Latest Version - - Min SDK Version - - Source - * - model-upscaling-stabilityai-stable-diffusion-x4-upscaler-fp16 - - False - - 1.0.0 - - 2.81.0 - - `HuggingFace `__ - -.. list-table:: Available Models - :widths: 50 20 20 20 20 - :header-rows: 1 - :class: datatable - - * - Model ID - - Fine Tunable? - - Latest Version - - Min SDK Version - - Source - * - model-upscaling-stabilityai-stable-diffusion-x4-upscaler-fp16 - - False - - 1.0.0 - - 2.81.0 - - `HuggingFace `__ - -.. list-table:: Available Models - :widths: 50 20 20 20 20 - :header-rows: 1 - :class: datatable - - * - Model ID - - Fine Tunable? - - Latest Version - - Min SDK Version - - Source - * - model-upscaling-stabilityai-stable-diffusion-x4-upscaler-fp16 - - False - - 1.0.0 - - 2.81.0 - - `HuggingFace `__ - -.. list-table:: Available Models - :widths: 50 20 20 20 20 - :header-rows: 1 - :class: datatable - - * - Model ID - - Fine Tunable? - - Latest Version - - Min SDK Version - - Source - * - model-upscaling-stabilityai-stable-diffusion-x4-upscaler-fp16 - - False - - 1.0.0 - - 2.81.0 - - `HuggingFace `__ - -.. list-table:: Available Models - :widths: 50 20 20 20 20 - :header-rows: 1 - :class: datatable - - * - Model ID - - Fine Tunable? - - Latest Version - - Min SDK Version - - Source - * - model-upscaling-stabilityai-stable-diffusion-x4-upscaler-fp16 - - False - - 1.0.0 - - 2.81.0 - - `HuggingFace `__ - -.. list-table:: Available Models - :widths: 50 20 20 20 20 - :header-rows: 1 - :class: datatable - - * - Model ID - - Fine Tunable? - - Latest Version - - Min SDK Version - - Source - * - model-upscaling-stabilityai-stable-diffusion-x4-upscaler-fp16 - - False - - 1.0.0 - - 2.81.0 - - `HuggingFace `__ From d374d94417af8ef45fcd084615cf1965ea558ce5 Mon Sep 17 00:00:00 2001 From: chrstfu Date: Tue, 10 Jan 2023 16:44:01 +0000 Subject: [PATCH 14/18] fix: changing some paths --- doc/doc_utils/jumpstart_doc_utils.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/doc/doc_utils/jumpstart_doc_utils.py b/doc/doc_utils/jumpstart_doc_utils.py index 8c6f02df65..6bdf7b2318 100644 --- a/doc/doc_utils/jumpstart_doc_utils.py +++ b/doc/doc_utils/jumpstart_doc_utils.py @@ -174,7 +174,7 @@ class Frameworks(str, Enum): ( Tasks.UPSCALING, Frameworks.HUGGINGFACE, - ): "algorithms/text/upscaling_stability_ai.rst", + ): "algorithms/image/upscaling_stability_ai.rst", ( Tasks.AUDIO_EMBEDDING, Frameworks.TENSORFLOW, From eaf9625ec7adc2709de5ac614b9e48321b05ccc5 Mon Sep 17 00:00:00 2001 From: chrstfu Date: Tue, 10 Jan 2023 16:47:58 +0000 Subject: [PATCH 15/18] fix: more path changes --- doc/doc_utils/jumpstart_doc_utils.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/doc/doc_utils/jumpstart_doc_utils.py b/doc/doc_utils/jumpstart_doc_utils.py index 6bdf7b2318..7508135bf6 100644 --- a/doc/doc_utils/jumpstart_doc_utils.py +++ b/doc/doc_utils/jumpstart_doc_utils.py @@ -174,7 +174,7 @@ class Frameworks(str, Enum): ( Tasks.UPSCALING, Frameworks.HUGGINGFACE, - ): "algorithms/image/upscaling_stability_ai.rst", + ): "algorithms/vision/upscaling_stability_ai.rst", ( Tasks.AUDIO_EMBEDDING, Frameworks.TENSORFLOW, From 76ef418ec59609da5092ee4bc6e45025615fd35a Mon Sep 17 00:00:00 2001 From: chrstfu Date: Tue, 10 Jan 2023 18:09:20 +0000 Subject: [PATCH 16/18] fix: removing extra files --- .../audio/audioembedding_tensorflow.rst | 246 ----- .../text/question_answering_hugging_face.rst | 608 +---------- doc/algorithms/text/txt2img_stability_ai.rst | 186 ---- doc/algorithms/text/zstc_hugging_face.rst | 936 ----------------- .../vision/text_embedding_mxnet.rst | 186 ---- .../vision/text_embedding_tensorflow.rst | 966 ------------------ 6 files changed, 1 insertion(+), 3127 deletions(-) diff --git a/doc/algorithms/audio/audioembedding_tensorflow.rst b/doc/algorithms/audio/audioembedding_tensorflow.rst index 5efb6604e3..f8f2c577ae 100644 --- a/doc/algorithms/audio/audioembedding_tensorflow.rst +++ b/doc/algorithms/audio/audioembedding_tensorflow.rst @@ -7,249 +7,3 @@ This is an audio embedding algorithm which supports many pre-trained models avai demonstrates how to use the Sagemaker Python SDK for Image Classification for using these algorithms. For detailed documentation please refer :ref:`Use Built-in Algorithms with Pre-trained Models in SageMaker Python SDK ` - -.. list-table:: Available Models - :widths: 50 20 20 20 20 - :header-rows: 1 - :class: datatable - - * - Model ID - - Fine Tunable? - - Latest Version - - Min SDK Version - - Source - * - tensorflow-audioembedding-frill-1 - - False - - 1.0.1 - - 2.80.0 - - `Tensorflow Hub `__ - * - tensorflow-audioembedding-trill-3 - - False - - 1.0.1 - - 2.80.0 - - `Tensorflow Hub `__ - * - tensorflow-audioembedding-trill-distilled-3 - - False - - 1.0.1 - - 2.80.0 - - `Tensorflow Hub `__ - * - tensorflow-audioembedding-trillsson1-1 - - False - - 1.0.1 - - 2.80.0 - - `Tensorflow Hub `__ - * - tensorflow-audioembedding-trillsson2-1 - - False - - 1.0.1 - - 2.80.0 - - `Tensorflow Hub `__ - * - tensorflow-audioembedding-trillsson3-1 - - False - - 1.0.1 - - 2.80.0 - - `Tensorflow Hub `__ - -.. list-table:: Available Models - :widths: 50 20 20 20 20 - :header-rows: 1 - :class: datatable - - * - Model ID - - Fine Tunable? - - Latest Version - - Min SDK Version - - Source - * - tensorflow-audioembedding-frill-1 - - False - - 1.0.1 - - 2.80.0 - - `Tensorflow Hub `__ - * - tensorflow-audioembedding-trill-3 - - False - - 1.0.1 - - 2.80.0 - - `Tensorflow Hub `__ - * - tensorflow-audioembedding-trill-distilled-3 - - False - - 1.0.1 - - 2.80.0 - - `Tensorflow Hub `__ - * - tensorflow-audioembedding-trillsson1-1 - - False - - 1.0.1 - - 2.80.0 - - `Tensorflow Hub `__ - * - tensorflow-audioembedding-trillsson2-1 - - False - - 1.0.1 - - 2.80.0 - - `Tensorflow Hub `__ - * - tensorflow-audioembedding-trillsson3-1 - - False - - 1.0.1 - - 2.80.0 - - `Tensorflow Hub `__ - -.. list-table:: Available Models - :widths: 50 20 20 20 20 - :header-rows: 1 - :class: datatable - - * - Model ID - - Fine Tunable? - - Latest Version - - Min SDK Version - - Source - * - tensorflow-audioembedding-frill-1 - - False - - 1.0.1 - - 2.80.0 - - `Tensorflow Hub `__ - * - tensorflow-audioembedding-trill-3 - - False - - 1.0.1 - - 2.80.0 - - `Tensorflow Hub `__ - * - tensorflow-audioembedding-trill-distilled-3 - - False - - 1.0.1 - - 2.80.0 - - `Tensorflow Hub `__ - * - tensorflow-audioembedding-trillsson1-1 - - False - - 1.0.1 - - 2.80.0 - - `Tensorflow Hub `__ - * - tensorflow-audioembedding-trillsson2-1 - - False - - 1.0.1 - - 2.80.0 - - `Tensorflow Hub `__ - * - tensorflow-audioembedding-trillsson3-1 - - False - - 1.0.1 - - 2.80.0 - - `Tensorflow Hub `__ - -.. list-table:: Available Models - :widths: 50 20 20 20 20 - :header-rows: 1 - :class: datatable - - * - Model ID - - Fine Tunable? - - Latest Version - - Min SDK Version - - Source - * - tensorflow-audioembedding-frill-1 - - False - - 1.0.1 - - 2.80.0 - - `Tensorflow Hub `__ - * - tensorflow-audioembedding-trill-3 - - False - - 1.0.1 - - 2.80.0 - - `Tensorflow Hub `__ - * - tensorflow-audioembedding-trill-distilled-3 - - False - - 1.0.1 - - 2.80.0 - - `Tensorflow Hub `__ - * - tensorflow-audioembedding-trillsson1-1 - - False - - 1.0.1 - - 2.80.0 - - `Tensorflow Hub `__ - * - tensorflow-audioembedding-trillsson2-1 - - False - - 1.0.1 - - 2.80.0 - - `Tensorflow Hub `__ - * - tensorflow-audioembedding-trillsson3-1 - - False - - 1.0.1 - - 2.80.0 - - `Tensorflow Hub `__ - -.. list-table:: Available Models - :widths: 50 20 20 20 20 - :header-rows: 1 - :class: datatable - - * - Model ID - - Fine Tunable? - - Latest Version - - Min SDK Version - - Source - * - tensorflow-audioembedding-frill-1 - - False - - 1.0.1 - - 2.80.0 - - `Tensorflow Hub `__ - * - tensorflow-audioembedding-trill-3 - - False - - 1.0.1 - - 2.80.0 - - `Tensorflow Hub `__ - * - tensorflow-audioembedding-trill-distilled-3 - - False - - 1.0.1 - - 2.80.0 - - `Tensorflow Hub `__ - * - tensorflow-audioembedding-trillsson1-1 - - False - - 1.0.1 - - 2.80.0 - - `Tensorflow Hub `__ - * - tensorflow-audioembedding-trillsson2-1 - - False - - 1.0.1 - - 2.80.0 - - `Tensorflow Hub `__ - * - tensorflow-audioembedding-trillsson3-1 - - False - - 1.0.1 - - 2.80.0 - - `Tensorflow Hub `__ - -.. list-table:: Available Models - :widths: 50 20 20 20 20 - :header-rows: 1 - :class: datatable - - * - Model ID - - Fine Tunable? - - Latest Version - - Min SDK Version - - Source - * - tensorflow-audioembedding-frill-1 - - False - - 1.0.1 - - 2.80.0 - - `Tensorflow Hub `__ - * - tensorflow-audioembedding-trill-3 - - False - - 1.0.1 - - 2.80.0 - - `Tensorflow Hub `__ - * - tensorflow-audioembedding-trill-distilled-3 - - False - - 1.0.1 - - 2.80.0 - - `Tensorflow Hub `__ - * - tensorflow-audioembedding-trillsson1-1 - - False - - 1.0.1 - - 2.80.0 - - `Tensorflow Hub `__ - * - tensorflow-audioembedding-trillsson2-1 - - False - - 1.0.1 - - 2.80.0 - - `Tensorflow Hub `__ - * - tensorflow-audioembedding-trillsson3-1 - - False - - 1.0.1 - - 2.80.0 - - `Tensorflow Hub `__ diff --git a/doc/algorithms/text/question_answering_hugging_face.rst b/doc/algorithms/text/question_answering_hugging_face.rst index 31bf8e70d5..89bc1c2a37 100644 --- a/doc/algorithms/text/question_answering_hugging_face.rst +++ b/doc/algorithms/text/question_answering_hugging_face.rst @@ -6,610 +6,4 @@ This is a supervised question answering algorithm which supports fine-tuning of `sample notebook `__ demonstrates how to use the Sagemaker Python SDK for Question Answering for using these algorithms. -For detailed documentation please refer :ref:`Use Built-in Algorithms with Pre-trained Models in SageMaker Python SDK ` - -.. list-table:: Available Models - :widths: 50 20 20 20 20 - :header-rows: 1 - :class: datatable - - * - Model ID - - Fine Tunable? - - Latest Version - - Min SDK Version - - Source - * - pytorch-eqa-bert-base-cased - - True - - 1.2.1 - - 2.75.0 - - `Pytorch Hub `__ - * - pytorch-eqa-bert-base-multilingual-cased - - True - - 1.2.1 - - 2.75.0 - - `Pytorch Hub `__ - * - pytorch-eqa-bert-base-multilingual-uncased - - True - - 1.2.1 - - 2.75.0 - - `Pytorch Hub `__ - * - pytorch-eqa-bert-base-uncased - - True - - 1.2.1 - - 2.75.0 - - `Pytorch Hub `__ - * - pytorch-eqa-bert-large-cased - - True - - 1.2.1 - - 2.75.0 - - `Pytorch Hub `__ - * - pytorch-eqa-bert-large-cased-whole-word-masking - - True - - 1.2.1 - - 2.75.0 - - `Pytorch Hub `__ - * - pytorch-eqa-bert-large-cased-whole-word-masking-finetuned-squad - - True - - 1.2.1 - - 2.75.0 - - `Pytorch Hub `__ - * - pytorch-eqa-bert-large-uncased - - True - - 1.2.1 - - 2.75.0 - - `Pytorch Hub `__ - * - pytorch-eqa-bert-large-uncased-whole-word-masking - - True - - 1.2.1 - - 2.75.0 - - `Pytorch Hub `__ - * - pytorch-eqa-bert-large-uncased-whole-word-masking-finetuned-squad - - True - - 1.2.1 - - 2.75.0 - - `Pytorch Hub `__ - * - pytorch-eqa-distilbert-base-cased - - True - - 1.2.1 - - 2.75.0 - - `Pytorch Hub `__ - * - pytorch-eqa-distilbert-base-multilingual-cased - - True - - 1.2.1 - - 2.75.0 - - `Pytorch Hub `__ - * - pytorch-eqa-distilbert-base-uncased - - True - - 1.2.1 - - 2.75.0 - - `Pytorch Hub `__ - * - pytorch-eqa-distilroberta-base - - True - - 1.2.1 - - 2.75.0 - - `Pytorch Hub `__ - * - pytorch-eqa-roberta-base - - True - - 1.2.1 - - 2.75.0 - - `Pytorch Hub `__ - * - pytorch-eqa-roberta-base-openai-detector - - True - - 1.2.1 - - 2.75.0 - - `Pytorch Hub `__ - * - pytorch-eqa-roberta-large - - True - - 1.2.1 - - 2.75.0 - - `Pytorch Hub `__ - * - pytorch-eqa-roberta-large-openai-detector - - True - - 1.2.1 - - 2.75.0 - - `Pytorch Hub `__ - -.. list-table:: Available Models - :widths: 50 20 20 20 20 - :header-rows: 1 - :class: datatable - - * - Model ID - - Fine Tunable? - - Latest Version - - Min SDK Version - - Source - * - pytorch-eqa-bert-base-cased - - True - - 1.2.1 - - 2.75.0 - - `Pytorch Hub `__ - * - pytorch-eqa-bert-base-multilingual-cased - - True - - 1.2.1 - - 2.75.0 - - `Pytorch Hub `__ - * - pytorch-eqa-bert-base-multilingual-uncased - - True - - 1.2.1 - - 2.75.0 - - `Pytorch Hub `__ - * - pytorch-eqa-bert-base-uncased - - True - - 1.2.1 - - 2.75.0 - - `Pytorch Hub `__ - * - pytorch-eqa-bert-large-cased - - True - - 1.2.1 - - 2.75.0 - - `Pytorch Hub `__ - * - pytorch-eqa-bert-large-cased-whole-word-masking - - True - - 1.2.1 - - 2.75.0 - - `Pytorch Hub `__ - * - pytorch-eqa-bert-large-cased-whole-word-masking-finetuned-squad - - True - - 1.2.1 - - 2.75.0 - - `Pytorch Hub `__ - * - pytorch-eqa-bert-large-uncased - - True - - 1.2.1 - - 2.75.0 - - `Pytorch Hub `__ - * - pytorch-eqa-bert-large-uncased-whole-word-masking - - True - - 1.2.1 - - 2.75.0 - - `Pytorch Hub `__ - * - pytorch-eqa-bert-large-uncased-whole-word-masking-finetuned-squad - - True - - 1.2.1 - - 2.75.0 - - `Pytorch Hub `__ - * - pytorch-eqa-distilbert-base-cased - - True - - 1.2.1 - - 2.75.0 - - `Pytorch Hub `__ - * - pytorch-eqa-distilbert-base-multilingual-cased - - True - - 1.2.1 - - 2.75.0 - - `Pytorch Hub `__ - * - pytorch-eqa-distilbert-base-uncased - - True - - 1.2.1 - - 2.75.0 - - `Pytorch Hub `__ - * - pytorch-eqa-distilroberta-base - - True - - 1.2.1 - - 2.75.0 - - `Pytorch Hub `__ - * - pytorch-eqa-roberta-base - - True - - 1.2.1 - - 2.75.0 - - `Pytorch Hub `__ - * - pytorch-eqa-roberta-base-openai-detector - - True - - 1.2.1 - - 2.75.0 - - `Pytorch Hub `__ - * - pytorch-eqa-roberta-large - - True - - 1.2.1 - - 2.75.0 - - `Pytorch Hub `__ - * - pytorch-eqa-roberta-large-openai-detector - - True - - 1.2.1 - - 2.75.0 - - `Pytorch Hub `__ - -.. list-table:: Available Models - :widths: 50 20 20 20 20 - :header-rows: 1 - :class: datatable - - * - Model ID - - Fine Tunable? - - Latest Version - - Min SDK Version - - Source - * - pytorch-eqa-bert-base-cased - - True - - 1.2.1 - - 2.75.0 - - `Pytorch Hub `__ - * - pytorch-eqa-bert-base-multilingual-cased - - True - - 1.2.1 - - 2.75.0 - - `Pytorch Hub `__ - * - pytorch-eqa-bert-base-multilingual-uncased - - True - - 1.2.1 - - 2.75.0 - - `Pytorch Hub `__ - * - pytorch-eqa-bert-base-uncased - - True - - 1.2.1 - - 2.75.0 - - `Pytorch Hub `__ - * - pytorch-eqa-bert-large-cased - - True - - 1.2.1 - - 2.75.0 - - `Pytorch Hub `__ - * - pytorch-eqa-bert-large-cased-whole-word-masking - - True - - 1.2.1 - - 2.75.0 - - `Pytorch Hub `__ - * - pytorch-eqa-bert-large-cased-whole-word-masking-finetuned-squad - - True - - 1.2.1 - - 2.75.0 - - `Pytorch Hub `__ - * - pytorch-eqa-bert-large-uncased - - True - - 1.2.1 - - 2.75.0 - - `Pytorch Hub `__ - * - pytorch-eqa-bert-large-uncased-whole-word-masking - - True - - 1.2.1 - - 2.75.0 - - `Pytorch Hub `__ - * - pytorch-eqa-bert-large-uncased-whole-word-masking-finetuned-squad - - True - - 1.2.1 - - 2.75.0 - - `Pytorch Hub `__ - * - pytorch-eqa-distilbert-base-cased - - True - - 1.2.1 - - 2.75.0 - - `Pytorch Hub `__ - * - pytorch-eqa-distilbert-base-multilingual-cased - - True - - 1.2.1 - - 2.75.0 - - `Pytorch Hub `__ - * - pytorch-eqa-distilbert-base-uncased - - True - - 1.2.1 - - 2.75.0 - - `Pytorch Hub `__ - * - pytorch-eqa-distilroberta-base - - True - - 1.2.1 - - 2.75.0 - - `Pytorch Hub `__ - * - pytorch-eqa-roberta-base - - True - - 1.2.1 - - 2.75.0 - - `Pytorch Hub `__ - * - pytorch-eqa-roberta-base-openai-detector - - True - - 1.2.1 - - 2.75.0 - - `Pytorch Hub `__ - * - pytorch-eqa-roberta-large - - True - - 1.2.1 - - 2.75.0 - - `Pytorch Hub `__ - * - pytorch-eqa-roberta-large-openai-detector - - True - - 1.2.1 - - 2.75.0 - - `Pytorch Hub `__ - -.. list-table:: Available Models - :widths: 50 20 20 20 20 - :header-rows: 1 - :class: datatable - - * - Model ID - - Fine Tunable? - - Latest Version - - Min SDK Version - - Source - * - pytorch-eqa-bert-base-cased - - True - - 1.2.1 - - 2.75.0 - - `Pytorch Hub `__ - * - pytorch-eqa-bert-base-multilingual-cased - - True - - 1.2.1 - - 2.75.0 - - `Pytorch Hub `__ - * - pytorch-eqa-bert-base-multilingual-uncased - - True - - 1.2.1 - - 2.75.0 - - `Pytorch Hub `__ - * - pytorch-eqa-bert-base-uncased - - True - - 1.2.1 - - 2.75.0 - - `Pytorch Hub `__ - * - pytorch-eqa-bert-large-cased - - True - - 1.2.1 - - 2.75.0 - - `Pytorch Hub `__ - * - pytorch-eqa-bert-large-cased-whole-word-masking - - True - - 1.2.1 - - 2.75.0 - - `Pytorch Hub `__ - * - pytorch-eqa-bert-large-cased-whole-word-masking-finetuned-squad - - True - - 1.2.1 - - 2.75.0 - - `Pytorch Hub `__ - * - pytorch-eqa-bert-large-uncased - - True - - 1.2.1 - - 2.75.0 - - `Pytorch Hub `__ - * - pytorch-eqa-bert-large-uncased-whole-word-masking - - True - - 1.2.1 - - 2.75.0 - - `Pytorch Hub `__ - * - pytorch-eqa-bert-large-uncased-whole-word-masking-finetuned-squad - - True - - 1.2.1 - - 2.75.0 - - `Pytorch Hub `__ - * - pytorch-eqa-distilbert-base-cased - - True - - 1.2.1 - - 2.75.0 - - `Pytorch Hub `__ - * - pytorch-eqa-distilbert-base-multilingual-cased - - True - - 1.2.1 - - 2.75.0 - - `Pytorch Hub `__ - * - pytorch-eqa-distilbert-base-uncased - - True - - 1.2.1 - - 2.75.0 - - `Pytorch Hub `__ - * - pytorch-eqa-distilroberta-base - - True - - 1.2.1 - - 2.75.0 - - `Pytorch Hub `__ - * - pytorch-eqa-roberta-base - - True - - 1.2.1 - - 2.75.0 - - `Pytorch Hub `__ - * - pytorch-eqa-roberta-base-openai-detector - - True - - 1.2.1 - - 2.75.0 - - `Pytorch Hub `__ - * - pytorch-eqa-roberta-large - - True - - 1.2.1 - - 2.75.0 - - `Pytorch Hub `__ - * - pytorch-eqa-roberta-large-openai-detector - - True - - 1.2.1 - - 2.75.0 - - `Pytorch Hub `__ - -.. list-table:: Available Models - :widths: 50 20 20 20 20 - :header-rows: 1 - :class: datatable - - * - Model ID - - Fine Tunable? - - Latest Version - - Min SDK Version - - Source - * - pytorch-eqa-bert-base-cased - - True - - 1.2.1 - - 2.75.0 - - `Pytorch Hub `__ - * - pytorch-eqa-bert-base-multilingual-cased - - True - - 1.2.1 - - 2.75.0 - - `Pytorch Hub `__ - * - pytorch-eqa-bert-base-multilingual-uncased - - True - - 1.2.1 - - 2.75.0 - - `Pytorch Hub `__ - * - pytorch-eqa-bert-base-uncased - - True - - 1.2.1 - - 2.75.0 - - `Pytorch Hub `__ - * - pytorch-eqa-bert-large-cased - - True - - 1.2.1 - - 2.75.0 - - `Pytorch Hub `__ - * - pytorch-eqa-bert-large-cased-whole-word-masking - - True - - 1.2.1 - - 2.75.0 - - `Pytorch Hub `__ - * - pytorch-eqa-bert-large-cased-whole-word-masking-finetuned-squad - - True - - 1.2.1 - - 2.75.0 - - `Pytorch Hub `__ - * - pytorch-eqa-bert-large-uncased - - True - - 1.2.1 - - 2.75.0 - - `Pytorch Hub `__ - * - pytorch-eqa-bert-large-uncased-whole-word-masking - - True - - 1.2.1 - - 2.75.0 - - `Pytorch Hub `__ - * - pytorch-eqa-bert-large-uncased-whole-word-masking-finetuned-squad - - True - - 1.2.1 - - 2.75.0 - - `Pytorch Hub `__ - * - pytorch-eqa-distilbert-base-cased - - True - - 1.2.1 - - 2.75.0 - - `Pytorch Hub `__ - * - pytorch-eqa-distilbert-base-multilingual-cased - - True - - 1.2.1 - - 2.75.0 - - `Pytorch Hub `__ - * - pytorch-eqa-distilbert-base-uncased - - True - - 1.2.1 - - 2.75.0 - - `Pytorch Hub `__ - * - pytorch-eqa-distilroberta-base - - True - - 1.2.1 - - 2.75.0 - - `Pytorch Hub `__ - * - pytorch-eqa-roberta-base - - True - - 1.2.1 - - 2.75.0 - - `Pytorch Hub `__ - * - pytorch-eqa-roberta-base-openai-detector - - True - - 1.2.1 - - 2.75.0 - - `Pytorch Hub `__ - * - pytorch-eqa-roberta-large - - True - - 1.2.1 - - 2.75.0 - - `Pytorch Hub `__ - * - pytorch-eqa-roberta-large-openai-detector - - True - - 1.2.1 - - 2.75.0 - - `Pytorch Hub `__ - -.. list-table:: Available Models - :widths: 50 20 20 20 20 - :header-rows: 1 - :class: datatable - - * - Model ID - - Fine Tunable? - - Latest Version - - Min SDK Version - - Source - * - pytorch-eqa-bert-base-cased - - True - - 1.2.1 - - 2.75.0 - - `Pytorch Hub `__ - * - pytorch-eqa-bert-base-multilingual-cased - - True - - 1.2.1 - - 2.75.0 - - `Pytorch Hub `__ - * - pytorch-eqa-bert-base-multilingual-uncased - - True - - 1.2.1 - - 2.75.0 - - `Pytorch Hub `__ - * - pytorch-eqa-bert-base-uncased - - True - - 1.2.1 - - 2.75.0 - - `Pytorch Hub `__ - * - pytorch-eqa-bert-large-cased - - True - - 1.2.1 - - 2.75.0 - - `Pytorch Hub `__ - * - pytorch-eqa-bert-large-cased-whole-word-masking - - True - - 1.2.1 - - 2.75.0 - - `Pytorch Hub `__ - * - pytorch-eqa-bert-large-cased-whole-word-masking-finetuned-squad - - True - - 1.2.1 - - 2.75.0 - - `Pytorch Hub `__ - * - pytorch-eqa-bert-large-uncased - - True - - 1.2.1 - - 2.75.0 - - `Pytorch Hub `__ - * - pytorch-eqa-bert-large-uncased-whole-word-masking - - True - - 1.2.1 - - 2.75.0 - - `Pytorch Hub `__ - * - pytorch-eqa-bert-large-uncased-whole-word-masking-finetuned-squad - - True - - 1.2.1 - - 2.75.0 - - `Pytorch Hub `__ - * - pytorch-eqa-distilbert-base-cased - - True - - 1.2.1 - - 2.75.0 - - `Pytorch Hub `__ - * - pytorch-eqa-distilbert-base-multilingual-cased - - True - - 1.2.1 - - 2.75.0 - - `Pytorch Hub `__ - * - pytorch-eqa-distilbert-base-uncased - - True - - 1.2.1 - - 2.75.0 - - `Pytorch Hub `__ - * - pytorch-eqa-distilroberta-base - - True - - 1.2.1 - - 2.75.0 - - `Pytorch Hub `__ - * - pytorch-eqa-roberta-base - - True - - 1.2.1 - - 2.75.0 - - `Pytorch Hub `__ - * - pytorch-eqa-roberta-base-openai-detector - - True - - 1.2.1 - - 2.75.0 - - `Pytorch Hub `__ - * - pytorch-eqa-roberta-large - - True - - 1.2.1 - - 2.75.0 - - `Pytorch Hub `__ - * - pytorch-eqa-roberta-large-openai-detector - - True - - 1.2.1 - - 2.75.0 - - `Pytorch Hub `__ +For detailed documentation please refer :ref:`Use Built-in Algorithms with Pre-trained Models in SageMaker Python SDK ` \ No newline at end of file diff --git a/doc/algorithms/text/txt2img_stability_ai.rst b/doc/algorithms/text/txt2img_stability_ai.rst index 2795a173aa..39b08108fb 100644 --- a/doc/algorithms/text/txt2img_stability_ai.rst +++ b/doc/algorithms/text/txt2img_stability_ai.rst @@ -7,189 +7,3 @@ This is a text to image algorithm which supports many pre-trained models availab demonstrates how to use the Sagemaker Python SDK for Text Classification for using these algorithms. For detailed documentation please refer :ref:`Use Built-in Algorithms with Pre-trained Models in SageMaker Python SDK ` - -.. list-table:: Available Models - :widths: 50 20 20 20 20 - :header-rows: 1 - :class: datatable - - * - Model ID - - Fine Tunable? - - Latest Version - - Min SDK Version - - Source - * - model-txt2img-stabilityai-stable-diffusion-v1-4 - - False - - 1.2.0 - - 2.81.0 - - `HuggingFace `__ - * - model-txt2img-stabilityai-stable-diffusion-v1-4-fp16 - - False - - 1.0.0 - - 2.81.0 - - `HuggingFace `__ - * - model-txt2img-stabilityai-stable-diffusion-v2 - - False - - 1.1.0 - - 2.81.0 - - `HuggingFace `__ - * - model-txt2img-stabilityai-stable-diffusion-v2-fp16 - - False - - 1.0.0 - - 2.81.0 - - `HuggingFace `__ - -.. list-table:: Available Models - :widths: 50 20 20 20 20 - :header-rows: 1 - :class: datatable - - * - Model ID - - Fine Tunable? - - Latest Version - - Min SDK Version - - Source - * - model-txt2img-stabilityai-stable-diffusion-v1-4 - - False - - 1.2.0 - - 2.81.0 - - `HuggingFace `__ - * - model-txt2img-stabilityai-stable-diffusion-v1-4-fp16 - - False - - 1.0.0 - - 2.81.0 - - `HuggingFace `__ - * - model-txt2img-stabilityai-stable-diffusion-v2 - - False - - 1.1.0 - - 2.81.0 - - `HuggingFace `__ - * - model-txt2img-stabilityai-stable-diffusion-v2-fp16 - - False - - 1.0.0 - - 2.81.0 - - `HuggingFace `__ - -.. list-table:: Available Models - :widths: 50 20 20 20 20 - :header-rows: 1 - :class: datatable - - * - Model ID - - Fine Tunable? - - Latest Version - - Min SDK Version - - Source - * - model-txt2img-stabilityai-stable-diffusion-v1-4 - - False - - 1.2.0 - - 2.81.0 - - `HuggingFace `__ - * - model-txt2img-stabilityai-stable-diffusion-v1-4-fp16 - - False - - 1.0.0 - - 2.81.0 - - `HuggingFace `__ - * - model-txt2img-stabilityai-stable-diffusion-v2 - - False - - 1.1.0 - - 2.81.0 - - `HuggingFace `__ - * - model-txt2img-stabilityai-stable-diffusion-v2-fp16 - - False - - 1.0.0 - - 2.81.0 - - `HuggingFace `__ - -.. list-table:: Available Models - :widths: 50 20 20 20 20 - :header-rows: 1 - :class: datatable - - * - Model ID - - Fine Tunable? - - Latest Version - - Min SDK Version - - Source - * - model-txt2img-stabilityai-stable-diffusion-v1-4 - - False - - 1.2.0 - - 2.81.0 - - `HuggingFace `__ - * - model-txt2img-stabilityai-stable-diffusion-v1-4-fp16 - - False - - 1.0.0 - - 2.81.0 - - `HuggingFace `__ - * - model-txt2img-stabilityai-stable-diffusion-v2 - - False - - 1.1.0 - - 2.81.0 - - `HuggingFace `__ - * - model-txt2img-stabilityai-stable-diffusion-v2-fp16 - - False - - 1.0.0 - - 2.81.0 - - `HuggingFace `__ - -.. list-table:: Available Models - :widths: 50 20 20 20 20 - :header-rows: 1 - :class: datatable - - * - Model ID - - Fine Tunable? - - Latest Version - - Min SDK Version - - Source - * - model-txt2img-stabilityai-stable-diffusion-v1-4 - - False - - 1.2.0 - - 2.81.0 - - `HuggingFace `__ - * - model-txt2img-stabilityai-stable-diffusion-v1-4-fp16 - - False - - 1.0.0 - - 2.81.0 - - `HuggingFace `__ - * - model-txt2img-stabilityai-stable-diffusion-v2 - - False - - 1.1.0 - - 2.81.0 - - `HuggingFace `__ - * - model-txt2img-stabilityai-stable-diffusion-v2-fp16 - - False - - 1.0.0 - - 2.81.0 - - `HuggingFace `__ - -.. list-table:: Available Models - :widths: 50 20 20 20 20 - :header-rows: 1 - :class: datatable - - * - Model ID - - Fine Tunable? - - Latest Version - - Min SDK Version - - Source - * - model-txt2img-stabilityai-stable-diffusion-v1-4 - - False - - 1.2.0 - - 2.81.0 - - `HuggingFace `__ - * - model-txt2img-stabilityai-stable-diffusion-v1-4-fp16 - - False - - 1.0.0 - - 2.81.0 - - `HuggingFace `__ - * - model-txt2img-stabilityai-stable-diffusion-v2 - - False - - 1.1.0 - - 2.81.0 - - `HuggingFace `__ - * - model-txt2img-stabilityai-stable-diffusion-v2-fp16 - - False - - 1.0.0 - - 2.81.0 - - `HuggingFace `__ diff --git a/doc/algorithms/text/zstc_hugging_face.rst b/doc/algorithms/text/zstc_hugging_face.rst index e230861e8e..0ce5cfc176 100644 --- a/doc/algorithms/text/zstc_hugging_face.rst +++ b/doc/algorithms/text/zstc_hugging_face.rst @@ -7,939 +7,3 @@ This is a zero-shot text classification algorithm which supports many pre-traine demonstrates how to use the Sagemaker Python SDK for Text Classification for using these algorithms. For detailed documentation please refer :ref:`Use Built-in Algorithms with Pre-trained Models in SageMaker Python SDK ` - -.. list-table:: Available Models - :widths: 50 20 20 20 20 - :header-rows: 1 - :class: datatable - - * - Model ID - - Fine Tunable? - - Latest Version - - Min SDK Version - - Source - * - huggingface-zstc-cross-encoder-nli-deberta-base - - False - - 1.0.0 - - 2.81.0 - - `HuggingFace `__ - * - huggingface-zstc-cross-encoder-nli-distilroberta-base - - False - - 1.0.0 - - 2.81.0 - - `HuggingFace `__ - * - huggingface-zstc-cross-encoder-nli-minilm2-l6-h768 - - False - - 1.0.0 - - 2.81.0 - - `HuggingFace `__ - * - huggingface-zstc-cross-encoder-nli-roberta-base - - False - - 1.0.0 - - 2.81.0 - - `HuggingFace `__ - * - huggingface-zstc-digitalepidemiologylab-covid-twitter-bert-v2-mnli - - False - - 1.0.0 - - 2.81.0 - - `HuggingFace `__ - * - huggingface-zstc-eleldar-theme-classification - - False - - 1.0.0 - - 2.81.0 - - `HuggingFace `__ - * - huggingface-zstc-emrecan-bert-base-multilingual-cased-allnli-tr - - False - - 1.0.0 - - 2.81.0 - - `HuggingFace `__ - * - huggingface-zstc-emrecan-bert-base-multilingual-cased-multinli-tr - - False - - 1.0.0 - - 2.81.0 - - `HuggingFace `__ - * - huggingface-zstc-emrecan-bert-base-multilingual-cased-snli-tr - - False - - 1.0.0 - - 2.81.0 - - `HuggingFace `__ - * - huggingface-zstc-emrecan-bert-base-turkish-cased-allnli-tr - - False - - 1.0.0 - - 2.81.0 - - `HuggingFace `__ - * - huggingface-zstc-emrecan-bert-base-turkish-cased-multinli-tr - - False - - 1.0.0 - - 2.81.0 - - `HuggingFace `__ - * - huggingface-zstc-emrecan-bert-base-turkish-cased-snli-tr - - False - - 1.0.0 - - 2.81.0 - - `HuggingFace `__ - * - huggingface-zstc-emrecan-convbert-base-turkish-mc4-cased-allnli-tr - - False - - 1.0.0 - - 2.81.0 - - `HuggingFace `__ - * - huggingface-zstc-emrecan-convbert-base-turkish-mc4-cased-multinli-tr - - False - - 1.0.0 - - 2.81.0 - - `HuggingFace `__ - * - huggingface-zstc-emrecan-convbert-base-turkish-mc4-cased-snli-tr - - False - - 1.0.0 - - 2.81.0 - - `HuggingFace `__ - * - huggingface-zstc-emrecan-distilbert-base-turkish-cased-allnli-tr - - False - - 1.0.0 - - 2.81.0 - - `HuggingFace `__ - * - huggingface-zstc-emrecan-distilbert-base-turkish-cased-multinli-tr - - False - - 1.0.0 - - 2.81.0 - - `HuggingFace `__ - * - huggingface-zstc-emrecan-distilbert-base-turkish-cased-snli-tr - - False - - 1.0.0 - - 2.81.0 - - `HuggingFace `__ - * - huggingface-zstc-facebook-bart-large-mnli - - False - - 1.0.0 - - 2.81.0 - - `HuggingFace `__ - * - huggingface-zstc-jiva-xlm-roberta-large-it-mnli - - False - - 1.0.0 - - 2.81.0 - - `HuggingFace `__ - * - huggingface-zstc-lighteternal-nli-xlm-r-greek - - False - - 1.0.0 - - 2.81.0 - - `HuggingFace `__ - * - huggingface-zstc-moritzlaurer-deberta-v3-large-mnli-fever-anli-ling-wanli - - False - - 1.0.0 - - 2.81.0 - - `HuggingFace `__ - * - huggingface-zstc-moritzlaurer-mdeberta-v3-base-xnli-multilingual-nli-2mil7 - - False - - 1.0.0 - - 2.81.0 - - `HuggingFace `__ - * - huggingface-zstc-narsil-bart-large-mnli-opti - - False - - 1.0.0 - - 2.81.0 - - `HuggingFace `__ - * - huggingface-zstc-narsil-deberta-large-mnli-zero-cls - - False - - 1.0.0 - - 2.81.0 - - `HuggingFace `__ - * - huggingface-zstc-navteca-bart-large-mnli - - False - - 1.0.0 - - 2.81.0 - - `HuggingFace `__ - * - huggingface-zstc-recognai-bert-base-spanish-wwm-cased-xnli - - False - - 1.0.0 - - 2.81.0 - - `HuggingFace `__ - * - huggingface-zstc-recognai-zeroshot-selectra-medium - - False - - 1.0.0 - - 2.81.0 - - `HuggingFace `__ - * - huggingface-zstc-recognai-zeroshot-selectra-small - - False - - 1.0.0 - - 2.81.0 - - `HuggingFace `__ - -.. list-table:: Available Models - :widths: 50 20 20 20 20 - :header-rows: 1 - :class: datatable - - * - Model ID - - Fine Tunable? - - Latest Version - - Min SDK Version - - Source - * - huggingface-zstc-cross-encoder-nli-deberta-base - - False - - 1.0.0 - - 2.81.0 - - `HuggingFace `__ - * - huggingface-zstc-cross-encoder-nli-distilroberta-base - - False - - 1.0.0 - - 2.81.0 - - `HuggingFace `__ - * - huggingface-zstc-cross-encoder-nli-minilm2-l6-h768 - - False - - 1.0.0 - - 2.81.0 - - `HuggingFace `__ - * - huggingface-zstc-cross-encoder-nli-roberta-base - - False - - 1.0.0 - - 2.81.0 - - `HuggingFace `__ - * - huggingface-zstc-digitalepidemiologylab-covid-twitter-bert-v2-mnli - - False - - 1.0.0 - - 2.81.0 - - `HuggingFace `__ - * - huggingface-zstc-eleldar-theme-classification - - False - - 1.0.0 - - 2.81.0 - - `HuggingFace `__ - * - huggingface-zstc-emrecan-bert-base-multilingual-cased-allnli-tr - - False - - 1.0.0 - - 2.81.0 - - `HuggingFace `__ - * - huggingface-zstc-emrecan-bert-base-multilingual-cased-multinli-tr - - False - - 1.0.0 - - 2.81.0 - - `HuggingFace `__ - * - huggingface-zstc-emrecan-bert-base-multilingual-cased-snli-tr - - False - - 1.0.0 - - 2.81.0 - - `HuggingFace `__ - * - huggingface-zstc-emrecan-bert-base-turkish-cased-allnli-tr - - False - - 1.0.0 - - 2.81.0 - - `HuggingFace `__ - * - huggingface-zstc-emrecan-bert-base-turkish-cased-multinli-tr - - False - - 1.0.0 - - 2.81.0 - - `HuggingFace `__ - * - huggingface-zstc-emrecan-bert-base-turkish-cased-snli-tr - - False - - 1.0.0 - - 2.81.0 - - `HuggingFace `__ - * - huggingface-zstc-emrecan-convbert-base-turkish-mc4-cased-allnli-tr - - False - - 1.0.0 - - 2.81.0 - - `HuggingFace `__ - * - huggingface-zstc-emrecan-convbert-base-turkish-mc4-cased-multinli-tr - - False - - 1.0.0 - - 2.81.0 - - `HuggingFace `__ - * - huggingface-zstc-emrecan-convbert-base-turkish-mc4-cased-snli-tr - - False - - 1.0.0 - - 2.81.0 - - `HuggingFace `__ - * - huggingface-zstc-emrecan-distilbert-base-turkish-cased-allnli-tr - - False - - 1.0.0 - - 2.81.0 - - `HuggingFace `__ - * - huggingface-zstc-emrecan-distilbert-base-turkish-cased-multinli-tr - - False - - 1.0.0 - - 2.81.0 - - `HuggingFace `__ - * - huggingface-zstc-emrecan-distilbert-base-turkish-cased-snli-tr - - False - - 1.0.0 - - 2.81.0 - - `HuggingFace `__ - * - huggingface-zstc-facebook-bart-large-mnli - - False - - 1.0.0 - - 2.81.0 - - `HuggingFace `__ - * - huggingface-zstc-jiva-xlm-roberta-large-it-mnli - - False - - 1.0.0 - - 2.81.0 - - `HuggingFace `__ - * - huggingface-zstc-lighteternal-nli-xlm-r-greek - - False - - 1.0.0 - - 2.81.0 - - `HuggingFace `__ - * - huggingface-zstc-moritzlaurer-deberta-v3-large-mnli-fever-anli-ling-wanli - - False - - 1.0.0 - - 2.81.0 - - `HuggingFace `__ - * - huggingface-zstc-moritzlaurer-mdeberta-v3-base-xnli-multilingual-nli-2mil7 - - False - - 1.0.0 - - 2.81.0 - - `HuggingFace `__ - * - huggingface-zstc-narsil-bart-large-mnli-opti - - False - - 1.0.0 - - 2.81.0 - - `HuggingFace `__ - * - huggingface-zstc-narsil-deberta-large-mnli-zero-cls - - False - - 1.0.0 - - 2.81.0 - - `HuggingFace `__ - * - huggingface-zstc-navteca-bart-large-mnli - - False - - 1.0.0 - - 2.81.0 - - `HuggingFace `__ - * - huggingface-zstc-recognai-bert-base-spanish-wwm-cased-xnli - - False - - 1.0.0 - - 2.81.0 - - `HuggingFace `__ - * - huggingface-zstc-recognai-zeroshot-selectra-medium - - False - - 1.0.0 - - 2.81.0 - - `HuggingFace `__ - * - huggingface-zstc-recognai-zeroshot-selectra-small - - False - - 1.0.0 - - 2.81.0 - - `HuggingFace `__ - -.. list-table:: Available Models - :widths: 50 20 20 20 20 - :header-rows: 1 - :class: datatable - - * - Model ID - - Fine Tunable? - - Latest Version - - Min SDK Version - - Source - * - huggingface-zstc-cross-encoder-nli-deberta-base - - False - - 1.0.0 - - 2.81.0 - - `HuggingFace `__ - * - huggingface-zstc-cross-encoder-nli-distilroberta-base - - False - - 1.0.0 - - 2.81.0 - - `HuggingFace `__ - * - huggingface-zstc-cross-encoder-nli-minilm2-l6-h768 - - False - - 1.0.0 - - 2.81.0 - - `HuggingFace `__ - * - huggingface-zstc-cross-encoder-nli-roberta-base - - False - - 1.0.0 - - 2.81.0 - - `HuggingFace `__ - * - huggingface-zstc-digitalepidemiologylab-covid-twitter-bert-v2-mnli - - False - - 1.0.0 - - 2.81.0 - - `HuggingFace `__ - * - huggingface-zstc-eleldar-theme-classification - - False - - 1.0.0 - - 2.81.0 - - `HuggingFace `__ - * - huggingface-zstc-emrecan-bert-base-multilingual-cased-allnli-tr - - False - - 1.0.0 - - 2.81.0 - - `HuggingFace `__ - * - huggingface-zstc-emrecan-bert-base-multilingual-cased-multinli-tr - - False - - 1.0.0 - - 2.81.0 - - `HuggingFace `__ - * - huggingface-zstc-emrecan-bert-base-multilingual-cased-snli-tr - - False - - 1.0.0 - - 2.81.0 - - `HuggingFace `__ - * - huggingface-zstc-emrecan-bert-base-turkish-cased-allnli-tr - - False - - 1.0.0 - - 2.81.0 - - `HuggingFace `__ - * - huggingface-zstc-emrecan-bert-base-turkish-cased-multinli-tr - - False - - 1.0.0 - - 2.81.0 - - `HuggingFace `__ - * - huggingface-zstc-emrecan-bert-base-turkish-cased-snli-tr - - False - - 1.0.0 - - 2.81.0 - - `HuggingFace `__ - * - huggingface-zstc-emrecan-convbert-base-turkish-mc4-cased-allnli-tr - - False - - 1.0.0 - - 2.81.0 - - `HuggingFace `__ - * - huggingface-zstc-emrecan-convbert-base-turkish-mc4-cased-multinli-tr - - False - - 1.0.0 - - 2.81.0 - - `HuggingFace `__ - * - huggingface-zstc-emrecan-convbert-base-turkish-mc4-cased-snli-tr - - False - - 1.0.0 - - 2.81.0 - - `HuggingFace `__ - * - huggingface-zstc-emrecan-distilbert-base-turkish-cased-allnli-tr - - False - - 1.0.0 - - 2.81.0 - - `HuggingFace `__ - * - huggingface-zstc-emrecan-distilbert-base-turkish-cased-multinli-tr - - False - - 1.0.0 - - 2.81.0 - - `HuggingFace `__ - * - huggingface-zstc-emrecan-distilbert-base-turkish-cased-snli-tr - - False - - 1.0.0 - - 2.81.0 - - `HuggingFace `__ - * - huggingface-zstc-facebook-bart-large-mnli - - False - - 1.0.0 - - 2.81.0 - - `HuggingFace `__ - * - huggingface-zstc-jiva-xlm-roberta-large-it-mnli - - False - - 1.0.0 - - 2.81.0 - - `HuggingFace `__ - * - huggingface-zstc-lighteternal-nli-xlm-r-greek - - False - - 1.0.0 - - 2.81.0 - - `HuggingFace `__ - * - huggingface-zstc-moritzlaurer-deberta-v3-large-mnli-fever-anli-ling-wanli - - False - - 1.0.0 - - 2.81.0 - - `HuggingFace `__ - * - huggingface-zstc-moritzlaurer-mdeberta-v3-base-xnli-multilingual-nli-2mil7 - - False - - 1.0.0 - - 2.81.0 - - `HuggingFace `__ - * - huggingface-zstc-narsil-bart-large-mnli-opti - - False - - 1.0.0 - - 2.81.0 - - `HuggingFace `__ - * - huggingface-zstc-narsil-deberta-large-mnli-zero-cls - - False - - 1.0.0 - - 2.81.0 - - `HuggingFace `__ - * - huggingface-zstc-navteca-bart-large-mnli - - False - - 1.0.0 - - 2.81.0 - - `HuggingFace `__ - * - huggingface-zstc-recognai-bert-base-spanish-wwm-cased-xnli - - False - - 1.0.0 - - 2.81.0 - - `HuggingFace `__ - * - huggingface-zstc-recognai-zeroshot-selectra-medium - - False - - 1.0.0 - - 2.81.0 - - `HuggingFace `__ - * - huggingface-zstc-recognai-zeroshot-selectra-small - - False - - 1.0.0 - - 2.81.0 - - `HuggingFace `__ - -.. list-table:: Available Models - :widths: 50 20 20 20 20 - :header-rows: 1 - :class: datatable - - * - Model ID - - Fine Tunable? - - Latest Version - - Min SDK Version - - Source - * - huggingface-zstc-cross-encoder-nli-deberta-base - - False - - 1.0.0 - - 2.81.0 - - `HuggingFace `__ - * - huggingface-zstc-cross-encoder-nli-distilroberta-base - - False - - 1.0.0 - - 2.81.0 - - `HuggingFace `__ - * - huggingface-zstc-cross-encoder-nli-minilm2-l6-h768 - - False - - 1.0.0 - - 2.81.0 - - `HuggingFace `__ - * - huggingface-zstc-cross-encoder-nli-roberta-base - - False - - 1.0.0 - - 2.81.0 - - `HuggingFace `__ - * - huggingface-zstc-digitalepidemiologylab-covid-twitter-bert-v2-mnli - - False - - 1.0.0 - - 2.81.0 - - `HuggingFace `__ - * - huggingface-zstc-eleldar-theme-classification - - False - - 1.0.0 - - 2.81.0 - - `HuggingFace `__ - * - huggingface-zstc-emrecan-bert-base-multilingual-cased-allnli-tr - - False - - 1.0.0 - - 2.81.0 - - `HuggingFace `__ - * - huggingface-zstc-emrecan-bert-base-multilingual-cased-multinli-tr - - False - - 1.0.0 - - 2.81.0 - - `HuggingFace `__ - * - huggingface-zstc-emrecan-bert-base-multilingual-cased-snli-tr - - False - - 1.0.0 - - 2.81.0 - - `HuggingFace `__ - * - huggingface-zstc-emrecan-bert-base-turkish-cased-allnli-tr - - False - - 1.0.0 - - 2.81.0 - - `HuggingFace `__ - * - huggingface-zstc-emrecan-bert-base-turkish-cased-multinli-tr - - False - - 1.0.0 - - 2.81.0 - - `HuggingFace `__ - * - huggingface-zstc-emrecan-bert-base-turkish-cased-snli-tr - - False - - 1.0.0 - - 2.81.0 - - `HuggingFace `__ - * - huggingface-zstc-emrecan-convbert-base-turkish-mc4-cased-allnli-tr - - False - - 1.0.0 - - 2.81.0 - - `HuggingFace `__ - * - huggingface-zstc-emrecan-convbert-base-turkish-mc4-cased-multinli-tr - - False - - 1.0.0 - - 2.81.0 - - `HuggingFace `__ - * - huggingface-zstc-emrecan-convbert-base-turkish-mc4-cased-snli-tr - - False - - 1.0.0 - - 2.81.0 - - `HuggingFace `__ - * - huggingface-zstc-emrecan-distilbert-base-turkish-cased-allnli-tr - - False - - 1.0.0 - - 2.81.0 - - `HuggingFace `__ - * - huggingface-zstc-emrecan-distilbert-base-turkish-cased-multinli-tr - - False - - 1.0.0 - - 2.81.0 - - `HuggingFace `__ - * - huggingface-zstc-emrecan-distilbert-base-turkish-cased-snli-tr - - False - - 1.0.0 - - 2.81.0 - - `HuggingFace `__ - * - huggingface-zstc-facebook-bart-large-mnli - - False - - 1.0.0 - - 2.81.0 - - `HuggingFace `__ - * - huggingface-zstc-jiva-xlm-roberta-large-it-mnli - - False - - 1.0.0 - - 2.81.0 - - `HuggingFace `__ - * - huggingface-zstc-lighteternal-nli-xlm-r-greek - - False - - 1.0.0 - - 2.81.0 - - `HuggingFace `__ - * - huggingface-zstc-moritzlaurer-deberta-v3-large-mnli-fever-anli-ling-wanli - - False - - 1.0.0 - - 2.81.0 - - `HuggingFace `__ - * - huggingface-zstc-moritzlaurer-mdeberta-v3-base-xnli-multilingual-nli-2mil7 - - False - - 1.0.0 - - 2.81.0 - - `HuggingFace `__ - * - huggingface-zstc-narsil-bart-large-mnli-opti - - False - - 1.0.0 - - 2.81.0 - - `HuggingFace `__ - * - huggingface-zstc-narsil-deberta-large-mnli-zero-cls - - False - - 1.0.0 - - 2.81.0 - - `HuggingFace `__ - * - huggingface-zstc-navteca-bart-large-mnli - - False - - 1.0.0 - - 2.81.0 - - `HuggingFace `__ - * - huggingface-zstc-recognai-bert-base-spanish-wwm-cased-xnli - - False - - 1.0.0 - - 2.81.0 - - `HuggingFace `__ - * - huggingface-zstc-recognai-zeroshot-selectra-medium - - False - - 1.0.0 - - 2.81.0 - - `HuggingFace `__ - * - huggingface-zstc-recognai-zeroshot-selectra-small - - False - - 1.0.0 - - 2.81.0 - - `HuggingFace `__ - -.. list-table:: Available Models - :widths: 50 20 20 20 20 - :header-rows: 1 - :class: datatable - - * - Model ID - - Fine Tunable? - - Latest Version - - Min SDK Version - - Source - * - huggingface-zstc-cross-encoder-nli-deberta-base - - False - - 1.0.0 - - 2.81.0 - - `HuggingFace `__ - * - huggingface-zstc-cross-encoder-nli-distilroberta-base - - False - - 1.0.0 - - 2.81.0 - - `HuggingFace `__ - * - huggingface-zstc-cross-encoder-nli-minilm2-l6-h768 - - False - - 1.0.0 - - 2.81.0 - - `HuggingFace `__ - * - huggingface-zstc-cross-encoder-nli-roberta-base - - False - - 1.0.0 - - 2.81.0 - - `HuggingFace `__ - * - huggingface-zstc-digitalepidemiologylab-covid-twitter-bert-v2-mnli - - False - - 1.0.0 - - 2.81.0 - - `HuggingFace `__ - * - huggingface-zstc-eleldar-theme-classification - - False - - 1.0.0 - - 2.81.0 - - `HuggingFace `__ - * - huggingface-zstc-emrecan-bert-base-multilingual-cased-allnli-tr - - False - - 1.0.0 - - 2.81.0 - - `HuggingFace `__ - * - huggingface-zstc-emrecan-bert-base-multilingual-cased-multinli-tr - - False - - 1.0.0 - - 2.81.0 - - `HuggingFace `__ - * - huggingface-zstc-emrecan-bert-base-multilingual-cased-snli-tr - - False - - 1.0.0 - - 2.81.0 - - `HuggingFace `__ - * - huggingface-zstc-emrecan-bert-base-turkish-cased-allnli-tr - - False - - 1.0.0 - - 2.81.0 - - `HuggingFace `__ - * - huggingface-zstc-emrecan-bert-base-turkish-cased-multinli-tr - - False - - 1.0.0 - - 2.81.0 - - `HuggingFace `__ - * - huggingface-zstc-emrecan-bert-base-turkish-cased-snli-tr - - False - - 1.0.0 - - 2.81.0 - - `HuggingFace `__ - * - huggingface-zstc-emrecan-convbert-base-turkish-mc4-cased-allnli-tr - - False - - 1.0.0 - - 2.81.0 - - `HuggingFace `__ - * - huggingface-zstc-emrecan-convbert-base-turkish-mc4-cased-multinli-tr - - False - - 1.0.0 - - 2.81.0 - - `HuggingFace `__ - * - huggingface-zstc-emrecan-convbert-base-turkish-mc4-cased-snli-tr - - False - - 1.0.0 - - 2.81.0 - - `HuggingFace `__ - * - huggingface-zstc-emrecan-distilbert-base-turkish-cased-allnli-tr - - False - - 1.0.0 - - 2.81.0 - - `HuggingFace `__ - * - huggingface-zstc-emrecan-distilbert-base-turkish-cased-multinli-tr - - False - - 1.0.0 - - 2.81.0 - - `HuggingFace `__ - * - huggingface-zstc-emrecan-distilbert-base-turkish-cased-snli-tr - - False - - 1.0.0 - - 2.81.0 - - `HuggingFace `__ - * - huggingface-zstc-facebook-bart-large-mnli - - False - - 1.0.0 - - 2.81.0 - - `HuggingFace `__ - * - huggingface-zstc-jiva-xlm-roberta-large-it-mnli - - False - - 1.0.0 - - 2.81.0 - - `HuggingFace `__ - * - huggingface-zstc-lighteternal-nli-xlm-r-greek - - False - - 1.0.0 - - 2.81.0 - - `HuggingFace `__ - * - huggingface-zstc-moritzlaurer-deberta-v3-large-mnli-fever-anli-ling-wanli - - False - - 1.0.0 - - 2.81.0 - - `HuggingFace `__ - * - huggingface-zstc-moritzlaurer-mdeberta-v3-base-xnli-multilingual-nli-2mil7 - - False - - 1.0.0 - - 2.81.0 - - `HuggingFace `__ - * - huggingface-zstc-narsil-bart-large-mnli-opti - - False - - 1.0.0 - - 2.81.0 - - `HuggingFace `__ - * - huggingface-zstc-narsil-deberta-large-mnli-zero-cls - - False - - 1.0.0 - - 2.81.0 - - `HuggingFace `__ - * - huggingface-zstc-navteca-bart-large-mnli - - False - - 1.0.0 - - 2.81.0 - - `HuggingFace `__ - * - huggingface-zstc-recognai-bert-base-spanish-wwm-cased-xnli - - False - - 1.0.0 - - 2.81.0 - - `HuggingFace `__ - * - huggingface-zstc-recognai-zeroshot-selectra-medium - - False - - 1.0.0 - - 2.81.0 - - `HuggingFace `__ - * - huggingface-zstc-recognai-zeroshot-selectra-small - - False - - 1.0.0 - - 2.81.0 - - `HuggingFace `__ - -.. list-table:: Available Models - :widths: 50 20 20 20 20 - :header-rows: 1 - :class: datatable - - * - Model ID - - Fine Tunable? - - Latest Version - - Min SDK Version - - Source - * - huggingface-zstc-cross-encoder-nli-deberta-base - - False - - 1.0.0 - - 2.81.0 - - `HuggingFace `__ - * - huggingface-zstc-cross-encoder-nli-distilroberta-base - - False - - 1.0.0 - - 2.81.0 - - `HuggingFace `__ - * - huggingface-zstc-cross-encoder-nli-minilm2-l6-h768 - - False - - 1.0.0 - - 2.81.0 - - `HuggingFace `__ - * - huggingface-zstc-cross-encoder-nli-roberta-base - - False - - 1.0.0 - - 2.81.0 - - `HuggingFace `__ - * - huggingface-zstc-digitalepidemiologylab-covid-twitter-bert-v2-mnli - - False - - 1.0.0 - - 2.81.0 - - `HuggingFace `__ - * - huggingface-zstc-eleldar-theme-classification - - False - - 1.0.0 - - 2.81.0 - - `HuggingFace `__ - * - huggingface-zstc-emrecan-bert-base-multilingual-cased-allnli-tr - - False - - 1.0.0 - - 2.81.0 - - `HuggingFace `__ - * - huggingface-zstc-emrecan-bert-base-multilingual-cased-multinli-tr - - False - - 1.0.0 - - 2.81.0 - - `HuggingFace `__ - * - huggingface-zstc-emrecan-bert-base-multilingual-cased-snli-tr - - False - - 1.0.0 - - 2.81.0 - - `HuggingFace `__ - * - huggingface-zstc-emrecan-bert-base-turkish-cased-allnli-tr - - False - - 1.0.0 - - 2.81.0 - - `HuggingFace `__ - * - huggingface-zstc-emrecan-bert-base-turkish-cased-multinli-tr - - False - - 1.0.0 - - 2.81.0 - - `HuggingFace `__ - * - huggingface-zstc-emrecan-bert-base-turkish-cased-snli-tr - - False - - 1.0.0 - - 2.81.0 - - `HuggingFace `__ - * - huggingface-zstc-emrecan-convbert-base-turkish-mc4-cased-allnli-tr - - False - - 1.0.0 - - 2.81.0 - - `HuggingFace `__ - * - huggingface-zstc-emrecan-convbert-base-turkish-mc4-cased-multinli-tr - - False - - 1.0.0 - - 2.81.0 - - `HuggingFace `__ - * - huggingface-zstc-emrecan-convbert-base-turkish-mc4-cased-snli-tr - - False - - 1.0.0 - - 2.81.0 - - `HuggingFace `__ - * - huggingface-zstc-emrecan-distilbert-base-turkish-cased-allnli-tr - - False - - 1.0.0 - - 2.81.0 - - `HuggingFace `__ - * - huggingface-zstc-emrecan-distilbert-base-turkish-cased-multinli-tr - - False - - 1.0.0 - - 2.81.0 - - `HuggingFace `__ - * - huggingface-zstc-emrecan-distilbert-base-turkish-cased-snli-tr - - False - - 1.0.0 - - 2.81.0 - - `HuggingFace `__ - * - huggingface-zstc-facebook-bart-large-mnli - - False - - 1.0.0 - - 2.81.0 - - `HuggingFace `__ - * - huggingface-zstc-jiva-xlm-roberta-large-it-mnli - - False - - 1.0.0 - - 2.81.0 - - `HuggingFace `__ - * - huggingface-zstc-lighteternal-nli-xlm-r-greek - - False - - 1.0.0 - - 2.81.0 - - `HuggingFace `__ - * - huggingface-zstc-moritzlaurer-deberta-v3-large-mnli-fever-anli-ling-wanli - - False - - 1.0.0 - - 2.81.0 - - `HuggingFace `__ - * - huggingface-zstc-moritzlaurer-mdeberta-v3-base-xnli-multilingual-nli-2mil7 - - False - - 1.0.0 - - 2.81.0 - - `HuggingFace `__ - * - huggingface-zstc-narsil-bart-large-mnli-opti - - False - - 1.0.0 - - 2.81.0 - - `HuggingFace `__ - * - huggingface-zstc-narsil-deberta-large-mnli-zero-cls - - False - - 1.0.0 - - 2.81.0 - - `HuggingFace `__ - * - huggingface-zstc-navteca-bart-large-mnli - - False - - 1.0.0 - - 2.81.0 - - `HuggingFace `__ - * - huggingface-zstc-recognai-bert-base-spanish-wwm-cased-xnli - - False - - 1.0.0 - - 2.81.0 - - `HuggingFace `__ - * - huggingface-zstc-recognai-zeroshot-selectra-medium - - False - - 1.0.0 - - 2.81.0 - - `HuggingFace `__ - * - huggingface-zstc-recognai-zeroshot-selectra-small - - False - - 1.0.0 - - 2.81.0 - - `HuggingFace `__ diff --git a/doc/algorithms/vision/text_embedding_mxnet.rst b/doc/algorithms/vision/text_embedding_mxnet.rst index 4b675927e8..1432e6a8a9 100644 --- a/doc/algorithms/vision/text_embedding_mxnet.rst +++ b/doc/algorithms/vision/text_embedding_mxnet.rst @@ -7,189 +7,3 @@ This is a supervised text embedding algorithm which supports many pre-trained mo demonstrates how to use the Sagemaker Python SDK for Text Embedding for using these algorithms. For detailed documentation please refer :ref:`Use Built-in Algorithms with Pre-trained Models in SageMaker Python SDK ` - -.. list-table:: Available Models - :widths: 50 20 20 20 20 - :header-rows: 1 - :class: datatable - - * - Model ID - - Fine Tunable? - - Latest Version - - Min SDK Version - - Source - * - mxnet-tcembedding-robertafin-base-uncased - - False - - 1.2.1 - - 2.100.0 - - `GluonCV `__ - * - mxnet-tcembedding-robertafin-base-wiki-uncased - - False - - 1.2.1 - - 2.100.0 - - `GluonCV `__ - * - mxnet-tcembedding-robertafin-large-uncased - - False - - 1.2.1 - - 2.100.0 - - `GluonCV `__ - * - mxnet-tcembedding-robertafin-large-wiki-uncased - - False - - 1.2.1 - - 2.100.0 - - `GluonCV `__ - -.. list-table:: Available Models - :widths: 50 20 20 20 20 - :header-rows: 1 - :class: datatable - - * - Model ID - - Fine Tunable? - - Latest Version - - Min SDK Version - - Source - * - mxnet-tcembedding-robertafin-base-uncased - - False - - 1.2.1 - - 2.100.0 - - `GluonCV `__ - * - mxnet-tcembedding-robertafin-base-wiki-uncased - - False - - 1.2.1 - - 2.100.0 - - `GluonCV `__ - * - mxnet-tcembedding-robertafin-large-uncased - - False - - 1.2.1 - - 2.100.0 - - `GluonCV `__ - * - mxnet-tcembedding-robertafin-large-wiki-uncased - - False - - 1.2.1 - - 2.100.0 - - `GluonCV `__ - -.. list-table:: Available Models - :widths: 50 20 20 20 20 - :header-rows: 1 - :class: datatable - - * - Model ID - - Fine Tunable? - - Latest Version - - Min SDK Version - - Source - * - mxnet-tcembedding-robertafin-base-uncased - - False - - 1.2.1 - - 2.100.0 - - `GluonCV `__ - * - mxnet-tcembedding-robertafin-base-wiki-uncased - - False - - 1.2.1 - - 2.100.0 - - `GluonCV `__ - * - mxnet-tcembedding-robertafin-large-uncased - - False - - 1.2.1 - - 2.100.0 - - `GluonCV `__ - * - mxnet-tcembedding-robertafin-large-wiki-uncased - - False - - 1.2.1 - - 2.100.0 - - `GluonCV `__ - -.. list-table:: Available Models - :widths: 50 20 20 20 20 - :header-rows: 1 - :class: datatable - - * - Model ID - - Fine Tunable? - - Latest Version - - Min SDK Version - - Source - * - mxnet-tcembedding-robertafin-base-uncased - - False - - 1.2.1 - - 2.100.0 - - `GluonCV `__ - * - mxnet-tcembedding-robertafin-base-wiki-uncased - - False - - 1.2.1 - - 2.100.0 - - `GluonCV `__ - * - mxnet-tcembedding-robertafin-large-uncased - - False - - 1.2.1 - - 2.100.0 - - `GluonCV `__ - * - mxnet-tcembedding-robertafin-large-wiki-uncased - - False - - 1.2.1 - - 2.100.0 - - `GluonCV `__ - -.. list-table:: Available Models - :widths: 50 20 20 20 20 - :header-rows: 1 - :class: datatable - - * - Model ID - - Fine Tunable? - - Latest Version - - Min SDK Version - - Source - * - mxnet-tcembedding-robertafin-base-uncased - - False - - 1.2.1 - - 2.100.0 - - `GluonCV `__ - * - mxnet-tcembedding-robertafin-base-wiki-uncased - - False - - 1.2.1 - - 2.100.0 - - `GluonCV `__ - * - mxnet-tcembedding-robertafin-large-uncased - - False - - 1.2.1 - - 2.100.0 - - `GluonCV `__ - * - mxnet-tcembedding-robertafin-large-wiki-uncased - - False - - 1.2.1 - - 2.100.0 - - `GluonCV `__ - -.. list-table:: Available Models - :widths: 50 20 20 20 20 - :header-rows: 1 - :class: datatable - - * - Model ID - - Fine Tunable? - - Latest Version - - Min SDK Version - - Source - * - mxnet-tcembedding-robertafin-base-uncased - - False - - 1.2.1 - - 2.100.0 - - `GluonCV `__ - * - mxnet-tcembedding-robertafin-base-wiki-uncased - - False - - 1.2.1 - - 2.100.0 - - `GluonCV `__ - * - mxnet-tcembedding-robertafin-large-uncased - - False - - 1.2.1 - - 2.100.0 - - `GluonCV `__ - * - mxnet-tcembedding-robertafin-large-wiki-uncased - - False - - 1.2.1 - - 2.100.0 - - `GluonCV `__ diff --git a/doc/algorithms/vision/text_embedding_tensorflow.rst b/doc/algorithms/vision/text_embedding_tensorflow.rst index 3f3e453a14..3fe155bd9b 100644 --- a/doc/algorithms/vision/text_embedding_tensorflow.rst +++ b/doc/algorithms/vision/text_embedding_tensorflow.rst @@ -7,969 +7,3 @@ This is a supervised text embedding algorithm which supports many pre-trained mo demonstrates how to use the Sagemaker Python SDK for Text Embedding for using these algorithms. For detailed documentation please refer :ref:`Use Built-in Algorithms with Pre-trained Models in SageMaker Python SDK ` - -.. list-table:: Available Models - :widths: 50 20 20 20 20 - :header-rows: 1 - :class: datatable - - * - Model ID - - Fine Tunable? - - Latest Version - - Min SDK Version - - Source - * - tensorflow-tcembedding-bert-en-uncased-L-10-H-128-A-2-2 - - False - - 1.1.1 - - 2.75.0 - - `Tensorflow Hub `__ - * - tensorflow-tcembedding-bert-en-uncased-L-10-H-256-A-4-2 - - False - - 1.1.1 - - 2.75.0 - - `Tensorflow Hub `__ - * - tensorflow-tcembedding-bert-en-uncased-L-10-H-512-A-8-2 - - False - - 1.1.1 - - 2.75.0 - - `Tensorflow Hub `__ - * - tensorflow-tcembedding-bert-en-uncased-L-10-H-768-A-12-2 - - False - - 1.1.1 - - 2.75.0 - - `Tensorflow Hub `__ - * - tensorflow-tcembedding-bert-en-uncased-L-12-H-128-A-2-2 - - False - - 1.1.1 - - 2.75.0 - - `Tensorflow Hub `__ - * - tensorflow-tcembedding-bert-en-uncased-L-12-H-256-A-4 - - False - - 1.1.1 - - 2.75.0 - - `Tensorflow Hub `__ - * - tensorflow-tcembedding-bert-en-uncased-L-12-H-512-A-8-2 - - False - - 1.1.1 - - 2.75.0 - - `Tensorflow Hub `__ - * - tensorflow-tcembedding-bert-en-uncased-L-12-H-768-A-12-2 - - False - - 1.1.1 - - 2.75.0 - - `Tensorflow Hub `__ - * - tensorflow-tcembedding-bert-en-uncased-L-12-H-768-A-12-4 - - False - - 1.1.1 - - 2.75.0 - - `Tensorflow Hub `__ - * - tensorflow-tcembedding-bert-en-uncased-L-2-H-128-A-2-2 - - False - - 1.1.1 - - 2.75.0 - - `Tensorflow Hub `__ - * - tensorflow-tcembedding-bert-en-uncased-L-2-H-256-A-4 - - False - - 1.1.1 - - 2.75.0 - - `Tensorflow Hub `__ - * - tensorflow-tcembedding-bert-en-uncased-L-2-H-512-A-8-2 - - False - - 1.1.1 - - 2.75.0 - - `Tensorflow Hub `__ - * - tensorflow-tcembedding-bert-en-uncased-L-2-H-768-A-12-2 - - False - - 1.1.1 - - 2.75.0 - - `Tensorflow Hub `__ - * - tensorflow-tcembedding-bert-en-uncased-L-4-H-128-A-2-2 - - False - - 1.1.1 - - 2.75.0 - - `Tensorflow Hub `__ - * - tensorflow-tcembedding-bert-en-uncased-L-4-H-256-A-4-2 - - False - - 1.1.1 - - 2.75.0 - - `Tensorflow Hub `__ - * - tensorflow-tcembedding-bert-en-uncased-L-4-H-512-A-8-2 - - False - - 1.1.1 - - 2.75.0 - - `Tensorflow Hub `__ - * - tensorflow-tcembedding-bert-en-uncased-L-4-H-768-A-12-2 - - False - - 1.1.1 - - 2.75.0 - - `Tensorflow Hub `__ - * - tensorflow-tcembedding-bert-en-uncased-L-6-H-128-A-2-2 - - False - - 1.1.1 - - 2.75.0 - - `Tensorflow Hub `__ - * - tensorflow-tcembedding-bert-en-uncased-L-6-H-256-A-4 - - False - - 1.1.1 - - 2.75.0 - - `Tensorflow Hub `__ - * - tensorflow-tcembedding-bert-en-uncased-L-6-H-512-A-8-2 - - False - - 1.1.1 - - 2.75.0 - - `Tensorflow Hub `__ - * - tensorflow-tcembedding-bert-en-uncased-L-6-H-768-A-12-2 - - False - - 1.1.1 - - 2.75.0 - - `Tensorflow Hub `__ - * - tensorflow-tcembedding-bert-en-uncased-L-8-H-256-A-4-2 - - False - - 1.1.1 - - 2.75.0 - - `Tensorflow Hub `__ - * - tensorflow-tcembedding-bert-en-uncased-L-8-H-512-A-8-2 - - False - - 1.1.1 - - 2.75.0 - - `Tensorflow Hub `__ - * - tensorflow-tcembedding-bert-en-uncased-L-8-H-768-A-12-2 - - False - - 1.1.1 - - 2.75.0 - - `Tensorflow Hub `__ - * - tensorflow-tcembedding-bert-wiki-books-mnli-2 - - False - - 1.1.1 - - 2.75.0 - - `Tensorflow Hub `__ - * - tensorflow-tcembedding-bert-wiki-books-sst2 - - False - - 1.1.1 - - 2.75.0 - - `Tensorflow Hub `__ - * - tensorflow-tcembedding-talkheads-ggelu-bert-en-base-2 - - False - - 1.1.1 - - 2.75.0 - - `Tensorflow Hub `__ - * - tensorflow-tcembedding-talkheads-ggelu-bert-en-large-2 - - False - - 1.1.1 - - 2.75.0 - - `Tensorflow Hub `__ - * - tensorflow-tcembedding-universal-sentence-encoder-cmlm-en-base-1 - - False - - 1.1.1 - - 2.75.0 - - `Tensorflow Hub `__ - * - tensorflow-tcembedding-universal-sentence-encoder-cmlm-en-large-1 - - False - - 1.1.1 - - 2.75.0 - - `Tensorflow Hub `__ - -.. list-table:: Available Models - :widths: 50 20 20 20 20 - :header-rows: 1 - :class: datatable - - * - Model ID - - Fine Tunable? - - Latest Version - - Min SDK Version - - Source - * - tensorflow-tcembedding-bert-en-uncased-L-10-H-128-A-2-2 - - False - - 1.1.1 - - 2.75.0 - - `Tensorflow Hub `__ - * - tensorflow-tcembedding-bert-en-uncased-L-10-H-256-A-4-2 - - False - - 1.1.1 - - 2.75.0 - - `Tensorflow Hub `__ - * - tensorflow-tcembedding-bert-en-uncased-L-10-H-512-A-8-2 - - False - - 1.1.1 - - 2.75.0 - - `Tensorflow Hub `__ - * - tensorflow-tcembedding-bert-en-uncased-L-10-H-768-A-12-2 - - False - - 1.1.1 - - 2.75.0 - - `Tensorflow Hub `__ - * - tensorflow-tcembedding-bert-en-uncased-L-12-H-128-A-2-2 - - False - - 1.1.1 - - 2.75.0 - - `Tensorflow Hub `__ - * - tensorflow-tcembedding-bert-en-uncased-L-12-H-256-A-4 - - False - - 1.1.1 - - 2.75.0 - - `Tensorflow Hub `__ - * - tensorflow-tcembedding-bert-en-uncased-L-12-H-512-A-8-2 - - False - - 1.1.1 - - 2.75.0 - - `Tensorflow Hub `__ - * - tensorflow-tcembedding-bert-en-uncased-L-12-H-768-A-12-2 - - False - - 1.1.1 - - 2.75.0 - - `Tensorflow Hub `__ - * - tensorflow-tcembedding-bert-en-uncased-L-12-H-768-A-12-4 - - False - - 1.1.1 - - 2.75.0 - - `Tensorflow Hub `__ - * - tensorflow-tcembedding-bert-en-uncased-L-2-H-128-A-2-2 - - False - - 1.1.1 - - 2.75.0 - - `Tensorflow Hub `__ - * - tensorflow-tcembedding-bert-en-uncased-L-2-H-256-A-4 - - False - - 1.1.1 - - 2.75.0 - - `Tensorflow Hub `__ - * - tensorflow-tcembedding-bert-en-uncased-L-2-H-512-A-8-2 - - False - - 1.1.1 - - 2.75.0 - - `Tensorflow Hub `__ - * - tensorflow-tcembedding-bert-en-uncased-L-2-H-768-A-12-2 - - False - - 1.1.1 - - 2.75.0 - - `Tensorflow Hub `__ - * - tensorflow-tcembedding-bert-en-uncased-L-4-H-128-A-2-2 - - False - - 1.1.1 - - 2.75.0 - - `Tensorflow Hub `__ - * - tensorflow-tcembedding-bert-en-uncased-L-4-H-256-A-4-2 - - False - - 1.1.1 - - 2.75.0 - - `Tensorflow Hub `__ - * - tensorflow-tcembedding-bert-en-uncased-L-4-H-512-A-8-2 - - False - - 1.1.1 - - 2.75.0 - - `Tensorflow Hub `__ - * - tensorflow-tcembedding-bert-en-uncased-L-4-H-768-A-12-2 - - False - - 1.1.1 - - 2.75.0 - - `Tensorflow Hub `__ - * - tensorflow-tcembedding-bert-en-uncased-L-6-H-128-A-2-2 - - False - - 1.1.1 - - 2.75.0 - - `Tensorflow Hub `__ - * - tensorflow-tcembedding-bert-en-uncased-L-6-H-256-A-4 - - False - - 1.1.1 - - 2.75.0 - - `Tensorflow Hub `__ - * - tensorflow-tcembedding-bert-en-uncased-L-6-H-512-A-8-2 - - False - - 1.1.1 - - 2.75.0 - - `Tensorflow Hub `__ - * - tensorflow-tcembedding-bert-en-uncased-L-6-H-768-A-12-2 - - False - - 1.1.1 - - 2.75.0 - - `Tensorflow Hub `__ - * - tensorflow-tcembedding-bert-en-uncased-L-8-H-256-A-4-2 - - False - - 1.1.1 - - 2.75.0 - - `Tensorflow Hub `__ - * - tensorflow-tcembedding-bert-en-uncased-L-8-H-512-A-8-2 - - False - - 1.1.1 - - 2.75.0 - - `Tensorflow Hub `__ - * - tensorflow-tcembedding-bert-en-uncased-L-8-H-768-A-12-2 - - False - - 1.1.1 - - 2.75.0 - - `Tensorflow Hub `__ - * - tensorflow-tcembedding-bert-wiki-books-mnli-2 - - False - - 1.1.1 - - 2.75.0 - - `Tensorflow Hub `__ - * - tensorflow-tcembedding-bert-wiki-books-sst2 - - False - - 1.1.1 - - 2.75.0 - - `Tensorflow Hub `__ - * - tensorflow-tcembedding-talkheads-ggelu-bert-en-base-2 - - False - - 1.1.1 - - 2.75.0 - - `Tensorflow Hub `__ - * - tensorflow-tcembedding-talkheads-ggelu-bert-en-large-2 - - False - - 1.1.1 - - 2.75.0 - - `Tensorflow Hub `__ - * - tensorflow-tcembedding-universal-sentence-encoder-cmlm-en-base-1 - - False - - 1.1.1 - - 2.75.0 - - `Tensorflow Hub `__ - * - tensorflow-tcembedding-universal-sentence-encoder-cmlm-en-large-1 - - False - - 1.1.1 - - 2.75.0 - - `Tensorflow Hub `__ - -.. list-table:: Available Models - :widths: 50 20 20 20 20 - :header-rows: 1 - :class: datatable - - * - Model ID - - Fine Tunable? - - Latest Version - - Min SDK Version - - Source - * - tensorflow-tcembedding-bert-en-uncased-L-10-H-128-A-2-2 - - False - - 1.1.1 - - 2.75.0 - - `Tensorflow Hub `__ - * - tensorflow-tcembedding-bert-en-uncased-L-10-H-256-A-4-2 - - False - - 1.1.1 - - 2.75.0 - - `Tensorflow Hub `__ - * - tensorflow-tcembedding-bert-en-uncased-L-10-H-512-A-8-2 - - False - - 1.1.1 - - 2.75.0 - - `Tensorflow Hub `__ - * - tensorflow-tcembedding-bert-en-uncased-L-10-H-768-A-12-2 - - False - - 1.1.1 - - 2.75.0 - - `Tensorflow Hub `__ - * - tensorflow-tcembedding-bert-en-uncased-L-12-H-128-A-2-2 - - False - - 1.1.1 - - 2.75.0 - - `Tensorflow Hub `__ - * - tensorflow-tcembedding-bert-en-uncased-L-12-H-256-A-4 - - False - - 1.1.1 - - 2.75.0 - - `Tensorflow Hub `__ - * - tensorflow-tcembedding-bert-en-uncased-L-12-H-512-A-8-2 - - False - - 1.1.1 - - 2.75.0 - - `Tensorflow Hub `__ - * - tensorflow-tcembedding-bert-en-uncased-L-12-H-768-A-12-2 - - False - - 1.1.1 - - 2.75.0 - - `Tensorflow Hub `__ - * - tensorflow-tcembedding-bert-en-uncased-L-12-H-768-A-12-4 - - False - - 1.1.1 - - 2.75.0 - - `Tensorflow Hub `__ - * - tensorflow-tcembedding-bert-en-uncased-L-2-H-128-A-2-2 - - False - - 1.1.1 - - 2.75.0 - - `Tensorflow Hub `__ - * - tensorflow-tcembedding-bert-en-uncased-L-2-H-256-A-4 - - False - - 1.1.1 - - 2.75.0 - - `Tensorflow Hub `__ - * - tensorflow-tcembedding-bert-en-uncased-L-2-H-512-A-8-2 - - False - - 1.1.1 - - 2.75.0 - - `Tensorflow Hub `__ - * - tensorflow-tcembedding-bert-en-uncased-L-2-H-768-A-12-2 - - False - - 1.1.1 - - 2.75.0 - - `Tensorflow Hub `__ - * - tensorflow-tcembedding-bert-en-uncased-L-4-H-128-A-2-2 - - False - - 1.1.1 - - 2.75.0 - - `Tensorflow Hub `__ - * - tensorflow-tcembedding-bert-en-uncased-L-4-H-256-A-4-2 - - False - - 1.1.1 - - 2.75.0 - - `Tensorflow Hub `__ - * - tensorflow-tcembedding-bert-en-uncased-L-4-H-512-A-8-2 - - False - - 1.1.1 - - 2.75.0 - - `Tensorflow Hub `__ - * - tensorflow-tcembedding-bert-en-uncased-L-4-H-768-A-12-2 - - False - - 1.1.1 - - 2.75.0 - - `Tensorflow Hub `__ - * - tensorflow-tcembedding-bert-en-uncased-L-6-H-128-A-2-2 - - False - - 1.1.1 - - 2.75.0 - - `Tensorflow Hub `__ - * - tensorflow-tcembedding-bert-en-uncased-L-6-H-256-A-4 - - False - - 1.1.1 - - 2.75.0 - - `Tensorflow Hub `__ - * - tensorflow-tcembedding-bert-en-uncased-L-6-H-512-A-8-2 - - False - - 1.1.1 - - 2.75.0 - - `Tensorflow Hub `__ - * - tensorflow-tcembedding-bert-en-uncased-L-6-H-768-A-12-2 - - False - - 1.1.1 - - 2.75.0 - - `Tensorflow Hub `__ - * - tensorflow-tcembedding-bert-en-uncased-L-8-H-256-A-4-2 - - False - - 1.1.1 - - 2.75.0 - - `Tensorflow Hub `__ - * - tensorflow-tcembedding-bert-en-uncased-L-8-H-512-A-8-2 - - False - - 1.1.1 - - 2.75.0 - - `Tensorflow Hub `__ - * - tensorflow-tcembedding-bert-en-uncased-L-8-H-768-A-12-2 - - False - - 1.1.1 - - 2.75.0 - - `Tensorflow Hub `__ - * - tensorflow-tcembedding-bert-wiki-books-mnli-2 - - False - - 1.1.1 - - 2.75.0 - - `Tensorflow Hub `__ - * - tensorflow-tcembedding-bert-wiki-books-sst2 - - False - - 1.1.1 - - 2.75.0 - - `Tensorflow Hub `__ - * - tensorflow-tcembedding-talkheads-ggelu-bert-en-base-2 - - False - - 1.1.1 - - 2.75.0 - - `Tensorflow Hub `__ - * - tensorflow-tcembedding-talkheads-ggelu-bert-en-large-2 - - False - - 1.1.1 - - 2.75.0 - - `Tensorflow Hub `__ - * - tensorflow-tcembedding-universal-sentence-encoder-cmlm-en-base-1 - - False - - 1.1.1 - - 2.75.0 - - `Tensorflow Hub `__ - * - tensorflow-tcembedding-universal-sentence-encoder-cmlm-en-large-1 - - False - - 1.1.1 - - 2.75.0 - - `Tensorflow Hub `__ - -.. list-table:: Available Models - :widths: 50 20 20 20 20 - :header-rows: 1 - :class: datatable - - * - Model ID - - Fine Tunable? - - Latest Version - - Min SDK Version - - Source - * - tensorflow-tcembedding-bert-en-uncased-L-10-H-128-A-2-2 - - False - - 1.1.1 - - 2.75.0 - - `Tensorflow Hub `__ - * - tensorflow-tcembedding-bert-en-uncased-L-10-H-256-A-4-2 - - False - - 1.1.1 - - 2.75.0 - - `Tensorflow Hub `__ - * - tensorflow-tcembedding-bert-en-uncased-L-10-H-512-A-8-2 - - False - - 1.1.1 - - 2.75.0 - - `Tensorflow Hub `__ - * - tensorflow-tcembedding-bert-en-uncased-L-10-H-768-A-12-2 - - False - - 1.1.1 - - 2.75.0 - - `Tensorflow Hub `__ - * - tensorflow-tcembedding-bert-en-uncased-L-12-H-128-A-2-2 - - False - - 1.1.1 - - 2.75.0 - - `Tensorflow Hub `__ - * - tensorflow-tcembedding-bert-en-uncased-L-12-H-256-A-4 - - False - - 1.1.1 - - 2.75.0 - - `Tensorflow Hub `__ - * - tensorflow-tcembedding-bert-en-uncased-L-12-H-512-A-8-2 - - False - - 1.1.1 - - 2.75.0 - - `Tensorflow Hub `__ - * - tensorflow-tcembedding-bert-en-uncased-L-12-H-768-A-12-2 - - False - - 1.1.1 - - 2.75.0 - - `Tensorflow Hub `__ - * - tensorflow-tcembedding-bert-en-uncased-L-12-H-768-A-12-4 - - False - - 1.1.1 - - 2.75.0 - - `Tensorflow Hub `__ - * - tensorflow-tcembedding-bert-en-uncased-L-2-H-128-A-2-2 - - False - - 1.1.1 - - 2.75.0 - - `Tensorflow Hub `__ - * - tensorflow-tcembedding-bert-en-uncased-L-2-H-256-A-4 - - False - - 1.1.1 - - 2.75.0 - - `Tensorflow Hub `__ - * - tensorflow-tcembedding-bert-en-uncased-L-2-H-512-A-8-2 - - False - - 1.1.1 - - 2.75.0 - - `Tensorflow Hub `__ - * - tensorflow-tcembedding-bert-en-uncased-L-2-H-768-A-12-2 - - False - - 1.1.1 - - 2.75.0 - - `Tensorflow Hub `__ - * - tensorflow-tcembedding-bert-en-uncased-L-4-H-128-A-2-2 - - False - - 1.1.1 - - 2.75.0 - - `Tensorflow Hub `__ - * - tensorflow-tcembedding-bert-en-uncased-L-4-H-256-A-4-2 - - False - - 1.1.1 - - 2.75.0 - - `Tensorflow Hub `__ - * - tensorflow-tcembedding-bert-en-uncased-L-4-H-512-A-8-2 - - False - - 1.1.1 - - 2.75.0 - - `Tensorflow Hub `__ - * - tensorflow-tcembedding-bert-en-uncased-L-4-H-768-A-12-2 - - False - - 1.1.1 - - 2.75.0 - - `Tensorflow Hub `__ - * - tensorflow-tcembedding-bert-en-uncased-L-6-H-128-A-2-2 - - False - - 1.1.1 - - 2.75.0 - - `Tensorflow Hub `__ - * - tensorflow-tcembedding-bert-en-uncased-L-6-H-256-A-4 - - False - - 1.1.1 - - 2.75.0 - - `Tensorflow Hub `__ - * - tensorflow-tcembedding-bert-en-uncased-L-6-H-512-A-8-2 - - False - - 1.1.1 - - 2.75.0 - - `Tensorflow Hub `__ - * - tensorflow-tcembedding-bert-en-uncased-L-6-H-768-A-12-2 - - False - - 1.1.1 - - 2.75.0 - - `Tensorflow Hub `__ - * - tensorflow-tcembedding-bert-en-uncased-L-8-H-256-A-4-2 - - False - - 1.1.1 - - 2.75.0 - - `Tensorflow Hub `__ - * - tensorflow-tcembedding-bert-en-uncased-L-8-H-512-A-8-2 - - False - - 1.1.1 - - 2.75.0 - - `Tensorflow Hub `__ - * - tensorflow-tcembedding-bert-en-uncased-L-8-H-768-A-12-2 - - False - - 1.1.1 - - 2.75.0 - - `Tensorflow Hub `__ - * - tensorflow-tcembedding-bert-wiki-books-mnli-2 - - False - - 1.1.1 - - 2.75.0 - - `Tensorflow Hub `__ - * - tensorflow-tcembedding-bert-wiki-books-sst2 - - False - - 1.1.1 - - 2.75.0 - - `Tensorflow Hub `__ - * - tensorflow-tcembedding-talkheads-ggelu-bert-en-base-2 - - False - - 1.1.1 - - 2.75.0 - - `Tensorflow Hub `__ - * - tensorflow-tcembedding-talkheads-ggelu-bert-en-large-2 - - False - - 1.1.1 - - 2.75.0 - - `Tensorflow Hub `__ - * - tensorflow-tcembedding-universal-sentence-encoder-cmlm-en-base-1 - - False - - 1.1.1 - - 2.75.0 - - `Tensorflow Hub `__ - * - tensorflow-tcembedding-universal-sentence-encoder-cmlm-en-large-1 - - False - - 1.1.1 - - 2.75.0 - - `Tensorflow Hub `__ - -.. list-table:: Available Models - :widths: 50 20 20 20 20 - :header-rows: 1 - :class: datatable - - * - Model ID - - Fine Tunable? - - Latest Version - - Min SDK Version - - Source - * - tensorflow-tcembedding-bert-en-uncased-L-10-H-128-A-2-2 - - False - - 1.1.1 - - 2.75.0 - - `Tensorflow Hub `__ - * - tensorflow-tcembedding-bert-en-uncased-L-10-H-256-A-4-2 - - False - - 1.1.1 - - 2.75.0 - - `Tensorflow Hub `__ - * - tensorflow-tcembedding-bert-en-uncased-L-10-H-512-A-8-2 - - False - - 1.1.1 - - 2.75.0 - - `Tensorflow Hub `__ - * - tensorflow-tcembedding-bert-en-uncased-L-10-H-768-A-12-2 - - False - - 1.1.1 - - 2.75.0 - - `Tensorflow Hub `__ - * - tensorflow-tcembedding-bert-en-uncased-L-12-H-128-A-2-2 - - False - - 1.1.1 - - 2.75.0 - - `Tensorflow Hub `__ - * - tensorflow-tcembedding-bert-en-uncased-L-12-H-256-A-4 - - False - - 1.1.1 - - 2.75.0 - - `Tensorflow Hub `__ - * - tensorflow-tcembedding-bert-en-uncased-L-12-H-512-A-8-2 - - False - - 1.1.1 - - 2.75.0 - - `Tensorflow Hub `__ - * - tensorflow-tcembedding-bert-en-uncased-L-12-H-768-A-12-2 - - False - - 1.1.1 - - 2.75.0 - - `Tensorflow Hub `__ - * - tensorflow-tcembedding-bert-en-uncased-L-12-H-768-A-12-4 - - False - - 1.1.1 - - 2.75.0 - - `Tensorflow Hub `__ - * - tensorflow-tcembedding-bert-en-uncased-L-2-H-128-A-2-2 - - False - - 1.1.1 - - 2.75.0 - - `Tensorflow Hub `__ - * - tensorflow-tcembedding-bert-en-uncased-L-2-H-256-A-4 - - False - - 1.1.1 - - 2.75.0 - - `Tensorflow Hub `__ - * - tensorflow-tcembedding-bert-en-uncased-L-2-H-512-A-8-2 - - False - - 1.1.1 - - 2.75.0 - - `Tensorflow Hub `__ - * - tensorflow-tcembedding-bert-en-uncased-L-2-H-768-A-12-2 - - False - - 1.1.1 - - 2.75.0 - - `Tensorflow Hub `__ - * - tensorflow-tcembedding-bert-en-uncased-L-4-H-128-A-2-2 - - False - - 1.1.1 - - 2.75.0 - - `Tensorflow Hub `__ - * - tensorflow-tcembedding-bert-en-uncased-L-4-H-256-A-4-2 - - False - - 1.1.1 - - 2.75.0 - - `Tensorflow Hub `__ - * - tensorflow-tcembedding-bert-en-uncased-L-4-H-512-A-8-2 - - False - - 1.1.1 - - 2.75.0 - - `Tensorflow Hub `__ - * - tensorflow-tcembedding-bert-en-uncased-L-4-H-768-A-12-2 - - False - - 1.1.1 - - 2.75.0 - - `Tensorflow Hub `__ - * - tensorflow-tcembedding-bert-en-uncased-L-6-H-128-A-2-2 - - False - - 1.1.1 - - 2.75.0 - - `Tensorflow Hub `__ - * - tensorflow-tcembedding-bert-en-uncased-L-6-H-256-A-4 - - False - - 1.1.1 - - 2.75.0 - - `Tensorflow Hub `__ - * - tensorflow-tcembedding-bert-en-uncased-L-6-H-512-A-8-2 - - False - - 1.1.1 - - 2.75.0 - - `Tensorflow Hub `__ - * - tensorflow-tcembedding-bert-en-uncased-L-6-H-768-A-12-2 - - False - - 1.1.1 - - 2.75.0 - - `Tensorflow Hub `__ - * - tensorflow-tcembedding-bert-en-uncased-L-8-H-256-A-4-2 - - False - - 1.1.1 - - 2.75.0 - - `Tensorflow Hub `__ - * - tensorflow-tcembedding-bert-en-uncased-L-8-H-512-A-8-2 - - False - - 1.1.1 - - 2.75.0 - - `Tensorflow Hub `__ - * - tensorflow-tcembedding-bert-en-uncased-L-8-H-768-A-12-2 - - False - - 1.1.1 - - 2.75.0 - - `Tensorflow Hub `__ - * - tensorflow-tcembedding-bert-wiki-books-mnli-2 - - False - - 1.1.1 - - 2.75.0 - - `Tensorflow Hub `__ - * - tensorflow-tcembedding-bert-wiki-books-sst2 - - False - - 1.1.1 - - 2.75.0 - - `Tensorflow Hub `__ - * - tensorflow-tcembedding-talkheads-ggelu-bert-en-base-2 - - False - - 1.1.1 - - 2.75.0 - - `Tensorflow Hub `__ - * - tensorflow-tcembedding-talkheads-ggelu-bert-en-large-2 - - False - - 1.1.1 - - 2.75.0 - - `Tensorflow Hub `__ - * - tensorflow-tcembedding-universal-sentence-encoder-cmlm-en-base-1 - - False - - 1.1.1 - - 2.75.0 - - `Tensorflow Hub `__ - * - tensorflow-tcembedding-universal-sentence-encoder-cmlm-en-large-1 - - False - - 1.1.1 - - 2.75.0 - - `Tensorflow Hub `__ - -.. list-table:: Available Models - :widths: 50 20 20 20 20 - :header-rows: 1 - :class: datatable - - * - Model ID - - Fine Tunable? - - Latest Version - - Min SDK Version - - Source - * - tensorflow-tcembedding-bert-en-uncased-L-10-H-128-A-2-2 - - False - - 1.1.1 - - 2.75.0 - - `Tensorflow Hub `__ - * - tensorflow-tcembedding-bert-en-uncased-L-10-H-256-A-4-2 - - False - - 1.1.1 - - 2.75.0 - - `Tensorflow Hub `__ - * - tensorflow-tcembedding-bert-en-uncased-L-10-H-512-A-8-2 - - False - - 1.1.1 - - 2.75.0 - - `Tensorflow Hub `__ - * - tensorflow-tcembedding-bert-en-uncased-L-10-H-768-A-12-2 - - False - - 1.1.1 - - 2.75.0 - - `Tensorflow Hub `__ - * - tensorflow-tcembedding-bert-en-uncased-L-12-H-128-A-2-2 - - False - - 1.1.1 - - 2.75.0 - - `Tensorflow Hub `__ - * - tensorflow-tcembedding-bert-en-uncased-L-12-H-256-A-4 - - False - - 1.1.1 - - 2.75.0 - - `Tensorflow Hub `__ - * - tensorflow-tcembedding-bert-en-uncased-L-12-H-512-A-8-2 - - False - - 1.1.1 - - 2.75.0 - - `Tensorflow Hub `__ - * - tensorflow-tcembedding-bert-en-uncased-L-12-H-768-A-12-2 - - False - - 1.1.1 - - 2.75.0 - - `Tensorflow Hub `__ - * - tensorflow-tcembedding-bert-en-uncased-L-12-H-768-A-12-4 - - False - - 1.1.1 - - 2.75.0 - - `Tensorflow Hub `__ - * - tensorflow-tcembedding-bert-en-uncased-L-2-H-128-A-2-2 - - False - - 1.1.1 - - 2.75.0 - - `Tensorflow Hub `__ - * - tensorflow-tcembedding-bert-en-uncased-L-2-H-256-A-4 - - False - - 1.1.1 - - 2.75.0 - - `Tensorflow Hub `__ - * - tensorflow-tcembedding-bert-en-uncased-L-2-H-512-A-8-2 - - False - - 1.1.1 - - 2.75.0 - - `Tensorflow Hub `__ - * - tensorflow-tcembedding-bert-en-uncased-L-2-H-768-A-12-2 - - False - - 1.1.1 - - 2.75.0 - - `Tensorflow Hub `__ - * - tensorflow-tcembedding-bert-en-uncased-L-4-H-128-A-2-2 - - False - - 1.1.1 - - 2.75.0 - - `Tensorflow Hub `__ - * - tensorflow-tcembedding-bert-en-uncased-L-4-H-256-A-4-2 - - False - - 1.1.1 - - 2.75.0 - - `Tensorflow Hub `__ - * - tensorflow-tcembedding-bert-en-uncased-L-4-H-512-A-8-2 - - False - - 1.1.1 - - 2.75.0 - - `Tensorflow Hub `__ - * - tensorflow-tcembedding-bert-en-uncased-L-4-H-768-A-12-2 - - False - - 1.1.1 - - 2.75.0 - - `Tensorflow Hub `__ - * - tensorflow-tcembedding-bert-en-uncased-L-6-H-128-A-2-2 - - False - - 1.1.1 - - 2.75.0 - - `Tensorflow Hub `__ - * - tensorflow-tcembedding-bert-en-uncased-L-6-H-256-A-4 - - False - - 1.1.1 - - 2.75.0 - - `Tensorflow Hub `__ - * - tensorflow-tcembedding-bert-en-uncased-L-6-H-512-A-8-2 - - False - - 1.1.1 - - 2.75.0 - - `Tensorflow Hub `__ - * - tensorflow-tcembedding-bert-en-uncased-L-6-H-768-A-12-2 - - False - - 1.1.1 - - 2.75.0 - - `Tensorflow Hub `__ - * - tensorflow-tcembedding-bert-en-uncased-L-8-H-256-A-4-2 - - False - - 1.1.1 - - 2.75.0 - - `Tensorflow Hub `__ - * - tensorflow-tcembedding-bert-en-uncased-L-8-H-512-A-8-2 - - False - - 1.1.1 - - 2.75.0 - - `Tensorflow Hub `__ - * - tensorflow-tcembedding-bert-en-uncased-L-8-H-768-A-12-2 - - False - - 1.1.1 - - 2.75.0 - - `Tensorflow Hub `__ - * - tensorflow-tcembedding-bert-wiki-books-mnli-2 - - False - - 1.1.1 - - 2.75.0 - - `Tensorflow Hub `__ - * - tensorflow-tcembedding-bert-wiki-books-sst2 - - False - - 1.1.1 - - 2.75.0 - - `Tensorflow Hub `__ - * - tensorflow-tcembedding-talkheads-ggelu-bert-en-base-2 - - False - - 1.1.1 - - 2.75.0 - - `Tensorflow Hub `__ - * - tensorflow-tcembedding-talkheads-ggelu-bert-en-large-2 - - False - - 1.1.1 - - 2.75.0 - - `Tensorflow Hub `__ - * - tensorflow-tcembedding-universal-sentence-encoder-cmlm-en-base-1 - - False - - 1.1.1 - - 2.75.0 - - `Tensorflow Hub `__ - * - tensorflow-tcembedding-universal-sentence-encoder-cmlm-en-large-1 - - False - - 1.1.1 - - 2.75.0 - - `Tensorflow Hub `__ From 20652775ce87e68aaab03865fdf87a1cf32bf9b3 Mon Sep 17 00:00:00 2001 From: chrstfu Date: Fri, 13 Jan 2023 20:03:14 +0000 Subject: [PATCH 17/18] fix: Adding column for sample notebooks --- doc/algorithms/text/index.rst | 1 - .../text/question_answering_hugging_face.rst | 2 +- doc/algorithms/text/txt2img_stability_ai.rst | 9 --- doc/algorithms/vision/index.rst | 2 +- ...lity_ai.rst => upscaling_hugging_face.rst} | 4 +- doc/doc_utils/jumpstart_doc_utils.py | 64 +++++++++++-------- 6 files changed, 40 insertions(+), 42 deletions(-) delete mode 100644 doc/algorithms/text/txt2img_stability_ai.rst rename doc/algorithms/vision/{upscaling_stability_ai.rst => upscaling_hugging_face.rst} (86%) diff --git a/doc/algorithms/text/index.rst b/doc/algorithms/text/index.rst index e798620299..1e40b0fcba 100644 --- a/doc/algorithms/text/index.rst +++ b/doc/algorithms/text/index.rst @@ -22,5 +22,4 @@ Amazon SageMaker provides algorithms that are tailored to the analysis of textua machine_translation_hugging_face text_classification_hugging_face txt2img_hugging_face - txt2img_stability_ai zstc_hugging_face diff --git a/doc/algorithms/text/question_answering_hugging_face.rst b/doc/algorithms/text/question_answering_hugging_face.rst index 89bc1c2a37..fa1e68aff7 100644 --- a/doc/algorithms/text/question_answering_hugging_face.rst +++ b/doc/algorithms/text/question_answering_hugging_face.rst @@ -6,4 +6,4 @@ This is a supervised question answering algorithm which supports fine-tuning of `sample notebook `__ demonstrates how to use the Sagemaker Python SDK for Question Answering for using these algorithms. -For detailed documentation please refer :ref:`Use Built-in Algorithms with Pre-trained Models in SageMaker Python SDK ` \ No newline at end of file +For detailed documentation please refer :ref:`Use Built-in Algorithms with Pre-trained Models in SageMaker Python SDK ` diff --git a/doc/algorithms/text/txt2img_stability_ai.rst b/doc/algorithms/text/txt2img_stability_ai.rst deleted file mode 100644 index 39b08108fb..0000000000 --- a/doc/algorithms/text/txt2img_stability_ai.rst +++ /dev/null @@ -1,9 +0,0 @@ -################################## -Text to Image - Stability AI -################################## - -This is a text to image algorithm which supports many pre-trained models available in Stability AI Hub. The following -`sample notebook `__ -demonstrates how to use the Sagemaker Python SDK for Text Classification for using these algorithms. - -For detailed documentation please refer :ref:`Use Built-in Algorithms with Pre-trained Models in SageMaker Python SDK ` diff --git a/doc/algorithms/vision/index.rst b/doc/algorithms/vision/index.rst index 67f03116a5..51963d6130 100644 --- a/doc/algorithms/vision/index.rst +++ b/doc/algorithms/vision/index.rst @@ -20,4 +20,4 @@ Amazon SageMaker provides image processing algorithms that are used for image cl semantic_segmentation_mxnet text_embedding_tensorflow text_embedding_mxnet - upscaling_stability_ai + upscaling_hugging_face diff --git a/doc/algorithms/vision/upscaling_stability_ai.rst b/doc/algorithms/vision/upscaling_hugging_face.rst similarity index 86% rename from doc/algorithms/vision/upscaling_stability_ai.rst rename to doc/algorithms/vision/upscaling_hugging_face.rst index bdba694e5a..9a6ba856b1 100644 --- a/doc/algorithms/vision/upscaling_stability_ai.rst +++ b/doc/algorithms/vision/upscaling_hugging_face.rst @@ -1,8 +1,8 @@ ################################## -Image Upscaling - Stability AI +Image Upscaling - HuggingFace ################################## -This is a image upscaling algorithm which supports many pre-trained models available in Stability AI Hub. The following +This is a image upscaling algorithm which supports many pre-trained models available in HuggingFace Hub. The following `sample notebook `__ demonstrates how to use the Sagemaker Python SDK for Image Classification for using these algorithms. diff --git a/doc/doc_utils/jumpstart_doc_utils.py b/doc/doc_utils/jumpstart_doc_utils.py index 7508135bf6..6911115e6b 100644 --- a/doc/doc_utils/jumpstart_doc_utils.py +++ b/doc/doc_utils/jumpstart_doc_utils.py @@ -73,7 +73,6 @@ class Frameworks(str, Enum): LIGHTGBM = "LightGBM" XGBOOST = "XGBoost" SCIKIT_LEARN = "ScikitLearn" - STABILITYAI = "stabilityai" SOURCE = "Source" @@ -121,17 +120,16 @@ class Frameworks(str, Enum): (Tasks.IS, Frameworks.GLUONCV): "algorithms/vision/instance_segmentation_mxnet.rst", (Tasks.OD, Frameworks.GLUONCV): "algorithms/vision/object_detection_mxnet.rst", (Tasks.OD, Frameworks.PYTORCH): "algorithms/vision/object_detection_pytorch.rst", + (Tasks.OD1, Frameworks.PYTORCH): "algorithms/vision/object_detection_pytorch.rst", (Tasks.OD, Frameworks.TENSORFLOW): "algorithms/vision/object_detection_tensorflow.rst", + (Tasks.OD1, Frameworks.TENSORFLOW): "algorithms/vision/object_detection_tensorflow.rst", (Tasks.SEMSEG, Frameworks.GLUONCV): "algorithms/vision/semantic_segmentation_mxnet.rst", ( Tasks.TRANSLATION, Frameworks.HUGGINGFACE, ): "algorithms/text/machine_translation_hugging_face.rst", (Tasks.NER, Frameworks.HUGGINGFACE): "algorithms/text/named_entity_recognition_hugging_face.rst", - # This EQA - Pytorch is currently mapping to EQA -> HuggingFace in the SDK metadata. Due to this, we will keep the mapping as-is here, but - # will modify documentation to reflect the actual models being displayed. Will need to follow up to potentially change SDK metadata - # to show actual mapping - (Tasks.EQA, Frameworks.PYTORCH): "algorithms/text/question_answering_hugging_face.rst", + (Tasks.EQA, Frameworks.HUGGINGFACE): "algorithms/text/question_answering_hugging_face.rst", ( Tasks.SPC, Frameworks.HUGGINGFACE, @@ -165,22 +163,40 @@ class Frameworks(str, Enum): Tasks.TXT2IMG, Frameworks.HUGGINGFACE, ): "algorithms/text/txt2img_hugging_face.rst", - # Need to confirm if we are specifically using StabilityAI or Huggingface - ( - Tasks.TXT2IMG, - Frameworks.HUGGINGFACE, - ): "algorithms/text/txt2img_stability_ai.rst", - # Need to confirm if we are specifically using StabilityAI or Huggingface ( Tasks.UPSCALING, Frameworks.HUGGINGFACE, - ): "algorithms/vision/upscaling_stability_ai.rst", + ): "algorithms/vision/upscaling_hugging_face.rst", ( Tasks.AUDIO_EMBEDDING, Frameworks.TENSORFLOW, ): "algorithms/audio/audioembedding_tensorflow.rst", } +SAMPLE_NOTEBOOK_MODALITY_MAP = { + (Tasks.IC): "https://github.com/aws/amazon-sagemaker-examples/blob/main/introduction_to_amazon_algorithms/jumpstart_image_classification/Amazon_JumpStart_Image_Classification.ipynb", + (Tasks.IC_EMBEDDING): "https://github.com/aws/amazon-sagemaker-examples/blob/main/introduction_to_amazon_algorithms/jumpstart_image_embedding/Amazon_JumpStart_Image_Embedding.ipynb", + (Tasks.IS): "https://github.com/aws/amazon-sagemaker-examples/blob/main/introduction_to_amazon_algorithms/jumpstart_instance_segmentation/Amazon_JumpStart_Instance_Segmentation.ipynb", + (Tasks.OD): "https://github.com/aws/amazon-sagemaker-examples/blob/main/introduction_to_amazon_algorithms/jumpstart_object_detection/Amazon_JumpStart_Object_Detection.ipynb", + (Tasks.OD1): "https://github.com/aws/amazon-sagemaker-examples/blob/main/introduction_to_amazon_algorithms/jumpstart_object_detection/Amazon_JumpStart_Object_Detection.ipynb", + (Tasks.SEMSEG): "https://github.com/aws/amazon-sagemaker-examples/blob/main/introduction_to_amazon_algorithms/jumpstart_semantic_segmentation/Amazon_JumpStart_Semantic_Segmentation.ipynb", + (Tasks.TRANSLATION): "https://github.com/aws/amazon-sagemaker-examples/blob/main/introduction_to_amazon_algorithms/jumpstart_machine_translation/Amazon_JumpStart_Machine_Translation.ipynb", + (Tasks.NER): "https://github.com/aws/amazon-sagemaker-examples/blob/main/introduction_to_amazon_algorithms/jumpstart_named_entity_recognition/Amazon_JumpStart_Named_Entity_Recognition.ipynb", + (Tasks.EQA): "https://github.com/aws/amazon-sagemaker-examples/blob/main/introduction_to_amazon_algorithms/jumpstart_question_answering/Amazon_JumpStart_Question_Answering.ipynb", + (Tasks.SPC): "https://github.com/aws/amazon-sagemaker-examples/blob/main/introduction_to_amazon_algorithms/jumpstart_sentence_pair_classification/Amazon_JumpStart_Sentence_Pair_Classification.ipynb", + (Tasks.TC): "https://github.com/aws/amazon-sagemaker-examples/blob/main/introduction_to_amazon_algorithms/jumpstart_text_classification/Amazon_JumpStart_Text_Classification.ipynb", + (Tasks.TC_EMBEDDING): "https://github.com/aws/amazon-sagemaker-examples/blob/main/introduction_to_amazon_algorithms/jumpstart_text_embedding/Amazon_JumpStart_Text_Embedding.ipynb", + (Tasks.TEXT_GENERATION): "https://github.com/aws/amazon-sagemaker-examples/blob/main/introduction_to_amazon_algorithms/jumpstart_text_generation/Amazon_JumpStart_Text_Generation.ipynb", + (Tasks.SUMMARIZATION): "https://github.com/aws/amazon-sagemaker-examples/blob/main/introduction_to_amazon_algorithms/jumpstart_text_summarization/Amazon_JumpStart_Text_Summarization.ipynb", + # TODO: Find notebook link for this task + (Tasks.ZSTC): "https://www.google.com/", + (Tasks.TXT2IMG): "https://github.com/aws/amazon-sagemaker-examples/blob/main/introduction_to_amazon_algorithms/jumpstart_text_to_image/Amazon_JumpStart_Text_To_Image.ipynb", + # TODO: Find notebook link for this task + (Tasks.UPSCALING): "https://www.google.com/", + # TODO: Find notebook link for this task + (Tasks.AUDIO_EMBEDDING): "https://www.google.com/", +} + def get_jumpstart_sdk_manifest(): url = "{}/{}".format(JUMPSTART_BUCKET_BASE_URL, SDK_MANIFEST_FILE) @@ -200,21 +216,12 @@ def get_model_task(id): task_short = id.split("-")[1] return TASK_MAP[task_short] if task_short in TASK_MAP else "Source" -def get_list_model_task(id): - tasks = [] - task = get_string_model_task(id) - tasks.append(task) - if (tasks == Tasks.OD): - tasks.append(Tasks.OD1) - - return tasks - def get_string_model_task(id): return id.split("-")[1] def get_model_source(url): - if "tfhub" in url: + if "tfhub" in url or "tensorflow" in url: return "Tensorflow Hub" if "pytorch" in url: return "Pytorch Hub" @@ -246,7 +253,6 @@ def create_jumpstart_model_table(): sdk_manifest_top_versions_for_models[model["model_id"]]["version"] ) < Version(model["version"]): sdk_manifest_top_versions_for_models[model["model_id"]] = model - file_content_intro = [] file_content_intro.append(".. _all-pretrained-models:\n\n") @@ -292,7 +298,7 @@ def create_jumpstart_model_table(): for model in sdk_manifest_top_versions_for_models.values(): model_spec = get_jumpstart_sdk_spec(model["spec_key"]) model_task = get_model_task(model_spec["model_id"]) - list_model_task = get_list_model_task(model_spec["model_id"]) + string_model_task = get_string_model_task(model_spec["model_id"]) model_source = get_model_source(model_spec["url"]) file_content_entries.append(" * - {}\n".format(model_spec["model_id"])) file_content_entries.append(" - {}\n".format(model_spec["training_supported"])) @@ -303,8 +309,6 @@ def create_jumpstart_model_table(): " - `{} <{}>`__ |external-link|\n".format(model_source, model_spec["url"]) ) - # for string_model_task in list_model_task: - string_model_task = list_model_task[0] if (string_model_task, TO_FRAMEWORK[model_source]) in MODALITY_MAP: file_content_single_entry = [] @@ -314,7 +318,7 @@ def create_jumpstart_model_table(): ): file_content_single_entry.append("\n") file_content_single_entry.append(".. list-table:: Available Models\n") - file_content_single_entry.append(" :widths: 50 20 20 20 20\n") + file_content_single_entry.append(" :widths: 50 20 20 20 20 20\n") file_content_single_entry.append(" :header-rows: 1\n") file_content_single_entry.append(" :class: datatable\n") file_content_single_entry.append("\n") @@ -322,7 +326,8 @@ def create_jumpstart_model_table(): file_content_single_entry.append(" - Fine Tunable?\n") file_content_single_entry.append(" - Latest Version\n") file_content_single_entry.append(" - Min SDK Version\n") - file_content_single_entry.append(" - Source\n") + file_content_single_entry.append(" - Sample Notebook\n") + file_content_single_entry.append(" - Original Source\n") dynamic_table_files.append( MODALITY_MAP[(string_model_task, TO_FRAMEWORK[model_source])] @@ -332,6 +337,9 @@ def create_jumpstart_model_table(): file_content_single_entry.append(" - {}\n".format(model_spec["training_supported"])) file_content_single_entry.append(" - {}\n".format(model["version"])) file_content_single_entry.append(" - {}\n".format(model["min_version"])) + file_content_single_entry.append( + " - `{} <{}>`__\n".format("Sample Notebook", SAMPLE_NOTEBOOK_MODALITY_MAP[string_model_task]) + ) file_content_single_entry.append( " - `{} <{}>`__\n".format(model_source, model_spec["url"]) ) From 10754e58e275dad82a2c9888191f19ab3c1ad949 Mon Sep 17 00:00:00 2001 From: chrstfu Date: Tue, 17 Jan 2023 18:35:05 +0000 Subject: [PATCH 18/18] Adding newest links to the documentation --- .../image_classification_tensorflow.rst | 2 +- .../vision/object_detection_tensorflow.rst | 2 +- doc/doc_utils/jumpstart_doc_utils.py | 20 +++++++++++++++---- 3 files changed, 18 insertions(+), 6 deletions(-) diff --git a/doc/algorithms/vision/image_classification_tensorflow.rst b/doc/algorithms/vision/image_classification_tensorflow.rst index e49820ee50..21fb7b4d0c 100644 --- a/doc/algorithms/vision/image_classification_tensorflow.rst +++ b/doc/algorithms/vision/image_classification_tensorflow.rst @@ -6,4 +6,4 @@ This is a supervised image clasification algorithm which supports fine-tuning of `sample notebook `__ demonstrates how to use the Sagemaker Python SDK for Image Classification for using these algorithms. -For detailed documentation please refer :ref:`Use Built-in Algorithms with Pre-trained Models in SageMaker Python SDK ` +For detailed documentation please refer `Use Amazon SageMaker Built-in Algorithms or Pre-trained Models `__ diff --git a/doc/algorithms/vision/object_detection_tensorflow.rst b/doc/algorithms/vision/object_detection_tensorflow.rst index 2536322847..f0e1fb393a 100644 --- a/doc/algorithms/vision/object_detection_tensorflow.rst +++ b/doc/algorithms/vision/object_detection_tensorflow.rst @@ -6,4 +6,4 @@ This is a supervised object detection algorithm which supports fine-tuning of ma `sample notebook `__ demonstrates how to use the Sagemaker Python SDK for Object Detection for using these algorithms. -For detailed documentation please refer :ref:`Use Built-in Algorithms with Pre-trained Models in SageMaker Python SDK ` +For detailed documentation please refer `Use Amazon SageMaker Built-in Algorithms or Pre-trained Models `__ diff --git a/doc/doc_utils/jumpstart_doc_utils.py b/doc/doc_utils/jumpstart_doc_utils.py index 6911115e6b..f013195853 100644 --- a/doc/doc_utils/jumpstart_doc_utils.py +++ b/doc/doc_utils/jumpstart_doc_utils.py @@ -189,14 +189,26 @@ class Frameworks(str, Enum): (Tasks.TEXT_GENERATION): "https://github.com/aws/amazon-sagemaker-examples/blob/main/introduction_to_amazon_algorithms/jumpstart_text_generation/Amazon_JumpStart_Text_Generation.ipynb", (Tasks.SUMMARIZATION): "https://github.com/aws/amazon-sagemaker-examples/blob/main/introduction_to_amazon_algorithms/jumpstart_text_summarization/Amazon_JumpStart_Text_Summarization.ipynb", # TODO: Find notebook link for this task - (Tasks.ZSTC): "https://www.google.com/", + (Tasks.ZSTC): "https://www.amazon.com/", (Tasks.TXT2IMG): "https://github.com/aws/amazon-sagemaker-examples/blob/main/introduction_to_amazon_algorithms/jumpstart_text_to_image/Amazon_JumpStart_Text_To_Image.ipynb", # TODO: Find notebook link for this task - (Tasks.UPSCALING): "https://www.google.com/", + (Tasks.UPSCALING): "https://www.amazon.com/", # TODO: Find notebook link for this task - (Tasks.AUDIO_EMBEDDING): "https://www.google.com/", + (Tasks.AUDIO_EMBEDDING): "https://www.amazon.com/", } +SAMPLE_TENSORFLOW_NOTEBOOK_MODALITY_MAP = { + (Tasks.IC): "https://github.com/aws/amazon-sagemaker-examples/blob/main/introduction_to_amazon_algorithms/image_classification_tensorflow/Amazon_TensorFlow_Image_Classification.ipynb", + (Tasks.OD): "https://github.com/aws/amazon-sagemaker-examples/blob/main/introduction_to_amazon_algorithms/object_detection_tensorflow/Amazon_Tensorflow_Object_Detection.ipynb", + (Tasks.OD1): "https://github.com/aws/amazon-sagemaker-examples/blob/main/introduction_to_amazon_algorithms/object_detection_tensorflow/Amazon_Tensorflow_Object_Detection.ipynb", +} + +def get_sample_notebook_url(task, framework): + if (framework == Frameworks.TENSORFLOW and task in SAMPLE_TENSORFLOW_NOTEBOOK_MODALITY_MAP): + return SAMPLE_TENSORFLOW_NOTEBOOK_MODALITY_MAP[task] + else: + return SAMPLE_NOTEBOOK_MODALITY_MAP[task] + def get_jumpstart_sdk_manifest(): url = "{}/{}".format(JUMPSTART_BUCKET_BASE_URL, SDK_MANIFEST_FILE) @@ -338,7 +350,7 @@ def create_jumpstart_model_table(): file_content_single_entry.append(" - {}\n".format(model["version"])) file_content_single_entry.append(" - {}\n".format(model["min_version"])) file_content_single_entry.append( - " - `{} <{}>`__\n".format("Sample Notebook", SAMPLE_NOTEBOOK_MODALITY_MAP[string_model_task]) + " - `{} <{}>`__\n".format("Sample Notebook", get_sample_notebook_url(string_model_task, TO_FRAMEWORK[model_source])) ) file_content_single_entry.append( " - `{} <{}>`__\n".format(model_source, model_spec["url"])