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Add preset for finetuning GPT2 on CNN news #807

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Merged
merged 3 commits into from
Mar 9, 2023
Merged

Add preset for finetuning GPT2 on CNN news #807

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Add preset for finetuning GPT2 on CNN news
chenmoneygithub Mar 7, 2023
b19f56c
style fix
chenmoneygithub Mar 9, 2023
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chenmoneygithub Mar 9, 2023
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40 changes: 27 additions & 13 deletions keras_nlp/models/gpt2/gpt2_presets.py
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Original file line number Diff line number Diff line change
Expand Up @@ -35,9 +35,6 @@
"max_sequence_length": 1024,
},
"preprocessor_config": {},
"description": (
"Base size of GPT-2 with 124M parameters. Trained on WebText."
),
"weights_url": "https://storage.googleapis.com/keras-nlp/models/gpt2_base_en/v1/model.h5",
"weights_hash": "f4ea6e1b214516dd7de452461ee6e16e",
"vocabulary_url": "https://storage.googleapis.com/keras-nlp/models/gpt2_base_en/v1/vocab.json",
Expand Down Expand Up @@ -65,9 +62,6 @@
"max_sequence_length": 1024,
},
"preprocessor_config": {},
"description": (
"Medium size of GPT-2 with 355M parameters. Trained on WebText."
),
"weights_url": "https://storage.googleapis.com/keras-nlp/models/gpt2_medium_en/v1/model.h5",
"weights_hash": "580ff9b79c04fc90e6d6f47e975c5afe",
"vocabulary_url": "https://storage.googleapis.com/keras-nlp/models/gpt2_medium_en/v1/vocab.json",
Expand Down Expand Up @@ -95,9 +89,6 @@
"max_sequence_length": 1024,
},
"preprocessor_config": {},
"description": (
"Large size of GPT-2 with 774M parameters. Trained on WebText."
),
"weights_url": "https://storage.googleapis.com/keras-nlp/models/gpt2_large_en/v1/model.h5",
"weights_hash": "67957cb3dfc9e965960dabe068811e1a",
"vocabulary_url": "https://storage.googleapis.com/keras-nlp/models/gpt2_large_en/v1/vocab.json",
Expand Down Expand Up @@ -125,15 +116,38 @@
"max_sequence_length": 1024,
},
"preprocessor_config": {},
"description": (
"Extra large size of GPT-2 with 1558M parameters. "
"Trained on WebText."
),
"weights_url": "https://storage.googleapis.com/keras-nlp/models/gpt2_extra_large_en/v1/model.h5",
"weights_hash": "d093c1ee0d9705d845c0190909aa2917",
"vocabulary_url": "https://storage.googleapis.com/keras-nlp/models/gpt2_extra_large_en/v1/vocab.json",
"vocabulary_hash": "dffec25a898b1f5e569bec4dffd7e5c0",
"merges_url": "https://storage.googleapis.com/keras-nlp/models/gpt2_extra_large_en/v1/merges.txt",
"merges_hash": "75a37753dd7a28a2c5df80c28bf06e4e",
},
"gpt2_base_en_cnn_dailymail": {
"metadata": {
"description": (
"12-layer GPT-2 model where case is maintained. "
"Finetuned on the CNN/DailyMail summarization dataset."
),
"params": 124439808,
"official_name": "GPT-2",
"path": "gpt2",
},
"config": {
"vocabulary_size": 50257,
"num_layers": 12,
"num_heads": 12,
"hidden_dim": 768,
"intermediate_dim": 3072,
"dropout": 0.1,
"max_sequence_length": 1024,
},
"preprocessor_config": {},
"weights_url": "https://storage.googleapis.com/keras-nlp/models/gpt2_base_en_news/v1/model.h5",
"weights_hash": "09d86ca6e1b4213886b720a1392f2a70",
"vocabulary_url": "https://storage.googleapis.com/keras-nlp/models/gpt2_base_en_news/v1/vocab.json",
"vocabulary_hash": "dffec25a898b1f5e569bec4dffd7e5c0",
"merges_url": "https://storage.googleapis.com/keras-nlp/models/gpt2_base_en_news/v1/merges.txt",
"merges_hash": "75a37753dd7a28a2c5df80c28bf06e4e",
},
}