Article
SeanLee
SeanLee97
AI & ML interests
NLP; Information Retrieval; Information Extraction
Organizations
Articles 2
Article
104
Binary and Scalar Embedding Quantization for Significantly Faster & Cheaper Retrieval
This collection consists of popular embeddings trained with AnglE: https://github.com/SeanLee97/AnglE
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mixedbread-ai/mxbai-embed-large-v1
Feature Extraction • 0.3B • Updated • 2.63M • • 735 -
mixedbread-ai/mxbai-embed-2d-large-v1
Feature Extraction • 0.3B • Updated • 900 • 40 -
deepvk/USER-bge-m3
Sentence Similarity • 0.4B • Updated • 192k • • 68 -
deepvk/USER-base
Sentence Similarity • 0.1B • Updated • 8.79k • • 22
Here are the pretrained models from paper https://arxiv.org/abs/2309.12871
This collection consists of popular embeddings trained with AnglE: https://github.com/SeanLee97/AnglE
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mixedbread-ai/mxbai-embed-large-v1
Feature Extraction • 0.3B • Updated • 2.63M • • 735 -
mixedbread-ai/mxbai-embed-2d-large-v1
Feature Extraction • 0.3B • Updated • 900 • 40 -
deepvk/USER-bge-m3
Sentence Similarity • 0.4B • Updated • 192k • • 68 -
deepvk/USER-base
Sentence Similarity • 0.1B • Updated • 8.79k • • 22
models
12
SeanLee97/angle-roberta-wwm-base-zhnli-v1
Feature Extraction
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0.1B
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Updated
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2
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3
SeanLee97/bellm-llama-7b-nli
Updated
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13
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2
SeanLee97/UAE-GIS-Large-V1
Feature Extraction
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0.3B
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Updated
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2
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2
SeanLee97/mxbai-embed-large-v1-nli-matryoshka
Sentence Similarity
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0.3B
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Updated
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312
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2
SeanLee97/mxbai-embed-large-v1-sts-matryoshka
Updated
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1
SeanLee97/distilbert-base-uncased-sts-matryoshka
Updated
SeanLee97/2dmse-bert-base-nli-v1
Feature Extraction
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0.1B
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Updated
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1
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2
SeanLee97/angle-llama-13b-nli
Updated
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41
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7
SeanLee97/angle-llama-7b-nli-v2
Updated
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164
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19
SeanLee97/angle-llama-7b-zhnli-v1
Updated
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2