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| Hugging Face makes it easy to collaboratively build and showcase your <a | |
| href="https://www.sbert.net/">Sentence Transformers</a | |
| > | |
| models! You can collaborate with your organization, upload and showcase your own models in your profile ❤️ | |
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| <a href="https://www.sbert.net/" class="block overflow-hidden group"> | |
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| <img alt="" src="https://huggingface.co/spaces/sentence-transformers/README/resolve/main/sbertLogo.png" class="w-40" /> | |
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| <div class="underline">Documentation</div> | |
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| <a | |
| href="https://github.com/UKPLab/sentence-transformers/blob/master/sentence_transformers/SentenceTransformer.py#L417" | |
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| alt="" | |
| src="https://huggingface.co/spaces/sentence-transformers/README/resolve/main/push-to-hub.png" | |
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| <div class="underline">Push your Sentence Transformers models to the Hub ❤️ </div> | |
| </a> | |
| <a | |
| href="https://huggingface.co/models?library=sentence-transformers&sort=downloads" | |
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| <img | |
| alt="" | |
| src="https://huggingface.co/spaces/sentence-transformers/README/resolve/main/sbert-hf.png" | |
| class="w-full h-40 object-cover overflow-hidden" | |
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| <div class="underline">Find all Sentence Transformers models on the 🤗 Hub</div> | |
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| <p class="mb-4"> | |
| To upload your Sentence Transformers models to the 🤗 Hub use the <a | |
| href="https://github.com/UKPLab/sentence-transformers/blob/master/sentence_transformers/SentenceTransformer.py#L417" | |
| >save_to_hub</a | |
| > | |
| function within the Sentence Transformers library. | |
| </p> | |
| <div | |
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| > | |
| <pre | |
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| !pip install -U sentence-transformers | |
| !huggingface-cli login | |
| from sentence_transformers import save_to_hub | |
| save_to_hub(repo_name = 'cool_new_model') | |
| </pre> | |
| </div> | |
| </p> | |
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| <p class="mb-4"> | |
| To load Sentence Transformers models from the 🤗 Hub use the <a | |
| href="https://github.com/UKPLab/sentence-transformers/blob/master/sentence_transformers/SentenceTransformer.py#L33" | |
| >SentenceTransformer</a | |
| > | |
| class. | |
| </p> | |
| <div | |
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| > | |
| <pre | |
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| !pip install -U sentence-transformers | |
| from sentence_transformers import SentenceTransformer | |
| model = SentenceTransformer("your-username/your-awesome-model") | |
| </pre> | |
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