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Initial version

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  1. README.md +25 -0
  2. config.json +8 -0
  3. model.safetensors +3 -0
  4. vocab.json +0 -0
README.md ADDED
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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: pddl
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+ language: en
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+ library_name: staticvectors
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+ base_model:
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+ - NeuML/glove-6B
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+ ---
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+
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+ # GloVe-6B StaticVectors model
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+
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+ This model is an export of these [GloVe-6B English Vectors](https://nlp.stanford.edu/projects/glove/) (_300d_) for [`staticvectors`](https://github.com/neuml/staticvectors). `staticvectors` enables running inference in Python with NumPy. This helps it maintain solid runtime performance.
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+
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+ _This model is a quantized version of the base model. It's using 10x256 Product Quantization._
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+
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+ ## Usage with StaticVectors
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+
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+ ```python
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+ from staticvectors import StaticVectors
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+
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+ model = StaticVectors("neuml/glove-6B-quantized")
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+ model.embeddings(["word"])
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+ ```
config.json ADDED
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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": "glove.6B.300d.txt",
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+ "total": 400000,
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+ "dim": 300
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+ }
model.safetensors ADDED
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+ version https://git-lfs.github.com/spec/v1
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+ oid sha256:8d1bcf4340b93620a4b52f6bb0019cc36c668a245e7e3357c12ccae46078809c
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+ size 4307432
vocab.json ADDED
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