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model_hub_gpu.json
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model_hub_gpu.json
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[
{
"id": "mobilenetv2",
"description": "An efficient image classification model, pretrained on ImageNet dataset which contains images from 1,000 classes.",
"task": "TASK_CLASSIFICATION",
"model_definition": "model-definitions/github",
"configuration": {
"repository": "instill-ai/model-mobilenetv2-dvc",
"tag": "v0.7.0-ray-gpu"
}
},
{
"id": "yolov7",
"description": "YOLOv7 is a state-of-the-art real-time object detector pretrained on MS COCO dataset with 80 object classes.",
"task": "TASK_DETECTION",
"model_definition": "model-definitions/github",
"configuration": {
"repository": "instill-ai/model-yolov7-dvc",
"tag": "v0.7.0-ray-gpu"
}
},
{
"id": "yolov7-stomata",
"description": "The instance segmentation model based on Yolov7, fine-tuned on the custom dataset with 337 images and 1 object class 'stomata'.",
"task": "TASK_INSTANCE_SEGMENTATION",
"model_definition": "model-definitions/github",
"configuration": {
"repository": "instill-ai/model-stomata-instance-segmentation-dvc",
"tag": "v0.7.0-yolov7-mask-ray-gpu"
}
},
{
"id": "llama2-7b",
"description": "Llama2-7b, from meta, is trained to generate text based on your prompts.",
"task": "TASK_TEXT_GENERATION",
"model_definition": "model-definitions/github",
"configuration": {
"repository": "instill-ai/model-llama2-7b-dvc",
"tag": "f32-cpu-transformer-ray-v0.8.0"
}
},
{
"id": "llama2-7b-chat",
"description": "Llama2-7b-Chat, from meta, is trained to generate text based on your prompts.",
"task": "TASK_TEXT_GENERATION_CHAT",
"model_definition": "model-definitions/github",
"configuration": {
"repository": "instill-ai/model-llama2-7b-chat-dvc",
"tag": "f16-gpuAuto-transformer-ray-v0.8.0"
}
},
{
"id": "llava-1-6-13b",
"description": "LLaVa-13b, from liuhaotian, is trained to generate text based on your prompts with miltimodal input.",
"task": "TASK_VISUAL_QUESTION_ANSWERING",
"model_definition": "model-definitions/github",
"configuration": {
"repository": "instill-ai/model-llava-13b-dvc",
"tag": "f16-gpuAuto-transformer-ray-v0.11.0"
}
},
{
"id": "zephyr-7b",
"description": "Zephyr-7b, from Huggingface, is trained to generate text based on your prompts.",
"task": "TASK_TEXT_GENERATION_CHAT",
"model_definition": "model-definitions/github",
"configuration": {
"repository": "instill-ai/model-zephyr-7b-dvc",
"tag": "f32-cpu-transformer-ray-v0.8.0"
}
},
{
"id": "stable-diffusion-xl",
"description": "Stable-Diffusion-XL, from StabilityAI, is trained to generate image based on your prompts.",
"task": "TASK_TEXT_TO_IMAGE",
"model_definition": "model-definitions/github",
"configuration": {
"repository": "instill-ai/model-diffusion-xl-dvc",
"tag": "f16-gpuAuto-diffusers-ray-v0.8.0"
}
},
{
"id": "controlnet-canny",
"description": "ControlNet-Canny Version, from Lvmin, is trained to generate image based on your prompts and images.",
"task": "TASK_IMAGE_TO_IMAGE",
"model_definition": "model-definitions/github",
"configuration": {
"repository": "instill-ai/model-controlnet-dvc",
"tag": "f16-gpuAuto-diffusers-ray-v0.8.0"
}
}
]