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Update Inference supported models list (#501)
* update supported models * models in independant page * add to catalogue
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| <!--- | ||
| Copyright 2024 The HuggingFace Team. All rights reserved. | ||
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| Licensed under the Apache License, Version 2.0 (the "License"); | ||
| you may not use this file except in compliance with the License. | ||
| You may obtain a copy of the License at | ||
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| http://www.apache.org/licenses/LICENSE-2.0 | ||
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| Unless required by applicable law or agreed to in writing, software | ||
| distributed under the License is distributed on an "AS IS" BASIS, | ||
| WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. | ||
| See the License for the specific language governing permissions and | ||
| limitations under the License. | ||
| --> | ||
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| # Supported architectures | ||
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| ## Transformers | ||
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| | Architecture | Task | | ||
| |------------------------|-----------------------------------------------------------------------------------------------------------------------------------------------| | ||
| | ALBERT | feature-extraction, fill-mask, multiple-choice, question-answering, text-classification, token-classification | | ||
| | BERT | feature-extraction, fill-mask, multiple-choice, question-answering, text-classification, token-classification | | ||
| | BLOOM | text-generation | | ||
| | CamemBERT | feature-extraction, fill-mask, multiple-choice, question-answering, text-classification, token-classification | | ||
| | ConvBERT | feature-extraction, fill-mask, multiple-choice, question-answering, text-classification, token-classification | | ||
| | DeBERTa (INF2 only) | feature-extraction, fill-mask, multiple-choice, question-answering, text-classification, token-classification | | ||
| | DeBERTa-v2 (INF2 only) | feature-extraction, fill-mask, multiple-choice, question-answering, text-classification, token-classification | | ||
| | DistilBERT | feature-extraction, fill-mask, multiple-choice, question-answering, text-classification, token-classification | | ||
| | ELECTRA | feature-extraction, fill-mask, multiple-choice, question-answering, text-classification, token-classification | | ||
| | ESM | feature-extraction, fill-mask, text-classification, token-classification | | ||
| | FlauBERT | feature-extraction, fill-mask, multiple-choice, question-answering, text-classification, token-classification | | ||
| | GPT2 | text-generation | | ||
| | Llama, Llama 2 | text-generation | | ||
| | Mistral | text-generation | | ||
| | MobileBERT | feature-extraction, fill-mask, multiple-choice, question-answering, text-classification, token-classification | | ||
| | MPNet | feature-extraction, fill-mask, multiple-choice, question-answering, text-classification, token-classification | | ||
| | OPT | text-generation | | ||
| | RoBERTa | feature-extraction, fill-mask, multiple-choice, question-answering, text-classification, token-classification | | ||
| | RoFormer | feature-extraction, fill-mask, multiple-choice, question-answering, text-classification, token-classification | | ||
| | T5 | text2text-generation | | ||
| | XLM | feature-extraction, fill-mask, multiple-choice, question-answering, text-classification, token-classification | | ||
| | XLM-RoBERTa | feature-extraction, fill-mask, multiple-choice, question-answering, text-classification, token-classification | | ||
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| ## Diffusers | ||
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| | Architecture | Task | | ||
| |-------------------------------|----------------------------------------------------------------------------------------------------------------------------------------| | ||
| | Stable Diffusion | text-to-image, image-to-image, inpaint | | ||
| | Stable Diffusion XL Base | text-to-image, image-to-image, inpaint | | ||
| | Stable Diffusion XL Refiner | image-to-image, inpaint | | ||
| | SDXL Turbo | text-to-image, image-to-image, inpaint | | ||
| | LCM | text-to-image | | ||
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| ## Sentence Transformers | ||
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| | Architecture | Task | | ||
| |-------------------------------|----------------------------------------------------------------------------------------------------------------------------------------| | ||
| | Transformer | feature-extraction, sentence-similarity | | ||
| | CLIP | feature-extraction, zero-shot-image-classification | | ||
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| <Tip> | ||
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| More details for checking supported tasks [here](https://huggingface.co/docs/optimum-neuron/guides/export_model#selecting-a-task). | ||
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| </Tip> | ||
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| More architectures coming soon, stay tuned! 🚀 |