florian-hoenicke commited on
Commit
57d86cf
1 Parent(s): 69cf385

feat: push custom model

Browse files
.gitattributes CHANGED
@@ -33,3 +33,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
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README.md ADDED
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+ ---
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+ license: apache-2.0
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+ datasets:
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+ - fine-tuned/NFCorpus-8-8-gpt-4o-2024-05-13-847943
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+ - allenai/c4
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+ language:
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+ - en
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+ pipeline_tag: feature-extraction
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+ tags:
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+ - sentence-transformers
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+ - feature-extraction
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+ - sentence-similarity
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+ - mteb
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+ - Medical
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+ - Nutrition
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+ - Information
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+ - Retrieval
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+ - Dataset
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+ ---
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+ This model is a fine-tuned version of [**BAAI/bge-m3**](https://huggingface.co/BAAI/bge-m3) designed for the following use case:
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+
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+ academic search for medical information retrieval
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+
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+ ## How to Use
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+ This model can be easily integrated into your NLP pipeline for tasks such as text classification, sentiment analysis, entity recognition, and more. Here's a simple example to get you started:
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+
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+ ```python
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+ from sentence_transformers import SentenceTransformer
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+ from sentence_transformers.util import cos_sim
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+
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+ model = SentenceTransformer(
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+ 'fine-tuned/NFCorpus-8-8-gpt-4o-2024-05-13-847943',
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+ trust_remote_code=True
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+ )
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+
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+ embeddings = model.encode([
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+ 'first text to embed',
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+ 'second text to embed'
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+ ])
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+ print(cos_sim(embeddings[0], embeddings[1]))
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+ ```
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