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Initial version
Browse files- .gitattributes +1 -0
- README.md +25 -0
- config.json +8 -0
- model.safetensors +3 -0
- vocab.json +3 -0
.gitattributes
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vocab.json filter=lfs diff=lfs merge=lfs -text
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README.md
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---
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tags:
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- sentence-similarity
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inference: false
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license: cc-by-sa-3.0
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language: en
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library_name: staticvectors
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base_model:
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- NeuML/fasttext
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---
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# FastText StaticVectors model
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This model is an export of these [FastText English Vectors](https://fasttext.cc/docs/en/english-vectors.html) (_wiki-news-300d-1M-subword.vec.zip_) for [`staticvectors`](https://github.com/neuml/staticvectors). `staticvectors` enables running inference Python with NumPy, helping it maintain solid runtime performance.
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_This model is a quantized version of the base model. It's using 10x256 Product Quantization._
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## Usage with StaticVectors
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```python
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from staticvectors import StaticVectors
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model = StaticVectors("neuml/fasttext-quantized")
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model.embeddings(["word"])
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```
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config.json
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{
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"model_type": "staticvectors",
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"storage": "safetensors",
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"format": "text",
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"source": "wiki-news-300d-1M-subword.vec",
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"total": 999994,
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"dim": 300
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}
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model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:5dc98d0594c975d1cfe253acc0e4137a8a7353feb627c3d369559fa8225c5446
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size 10307380
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vocab.json
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version https://git-lfs.github.com/spec/v1
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oid sha256:8f8a866704d9cda299126b2f802fb23063bd4a346224ccd8d8c2242e95aefd94
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size 20123534
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