florian-hoenicke commited on
Commit
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1 Parent(s): 4a0efae

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/BAAI_bge-m3-6142024-0ndt-webapp
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+ - allenai/c4
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+ language:
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+ - ko
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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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+ - Profanity
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+ - Korean
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+ - Conversational
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+ - Detection
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+ - Moderation
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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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+ content moderation
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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/BAAI_bge-m3-6142024-0ndt-webapp',
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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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