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sergeyzh
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rubert-tiny-turbo

Sentence Similarity
sentence-transformers
Safetensors
Transformers
Russian
bert
feature-extraction
russian
pretraining
embeddings
tiny
Inference Endpoints
text-embeddings-inference
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Update README.md

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@@ -44,6 +44,7 @@ print(util.dot_score(embeddings, embeddings))
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  | model | CPU | GPU | size | Mean S | Mean S+W | dim |
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  |:-----------------------------------|----------:|---------:|---------:|----------:|-----------:|-------:|
 
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  | BAAI/bge-m3 | 523.40 | 22.50 | 2166 | 0.787 | 0.696 | 1024 |
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  | intfloat/multilingual-e5-large | 506.80 | 30.80 | 2136 | 0.780 | 0.686 | 1024 |
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  | intfloat/multilingual-e5-base | 130.61 | 14.39 | 1061 | 0.761 | 0.669 | 768 |
@@ -53,6 +54,7 @@ print(util.dot_score(embeddings, embeddings))
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  | model | STS | PI | NLI | SA | TI | IA | IC | ICX | NE1 | NE2 |
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  |:-----------------------------------|:---------|:---------|:---------|:---------|:---------|:---------|:---------|:---------|:---------|:---------|
 
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  | BAAI/bge-m3 | 0.864 | 0.749 | 0.510 | 0.819 | 0.973 | 0.792 | 0.809 | 0.783 | 0.240 | 0.422 |
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  | intfloat/multilingual-e5-large | 0.862 | 0.727 | 0.473 | 0.810 | 0.979 | 0.798 | 0.819 | 0.773 | 0.224 | 0.374 |
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  | intfloat/multilingual-e5-base | 0.835 | 0.704 | 0.459 | 0.796 | 0.964 | 0.783 | 0.802 | 0.738 | 0.235 | 0.376 |
 
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  | model | CPU | GPU | size | Mean S | Mean S+W | dim |
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  |:-----------------------------------|----------:|---------:|---------:|----------:|-----------:|-------:|
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+ | [sergeyzh/LaBSE-ru-turbo](https://huggingface.co/sergeyzh/LaBSE-ru-turbo) | 120.40 | 8.05 | 490 | 0.789 | 0.702 | 768 |
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  | BAAI/bge-m3 | 523.40 | 22.50 | 2166 | 0.787 | 0.696 | 1024 |
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  | intfloat/multilingual-e5-large | 506.80 | 30.80 | 2136 | 0.780 | 0.686 | 1024 |
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  | intfloat/multilingual-e5-base | 130.61 | 14.39 | 1061 | 0.761 | 0.669 | 768 |
 
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  | model | STS | PI | NLI | SA | TI | IA | IC | ICX | NE1 | NE2 |
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  |:-----------------------------------|:---------|:---------|:---------|:---------|:---------|:---------|:---------|:---------|:---------|:---------|
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+ | [sergeyzh/LaBSE-ru-turbo](https://huggingface.co/sergeyzh/LaBSE-ru-turbo) | 0.864 | 0.748 | 0.490 | 0.814 | 0.974 | 0.806 | 0.815 | 0.801 | 0.305 | 0.404 |
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  | BAAI/bge-m3 | 0.864 | 0.749 | 0.510 | 0.819 | 0.973 | 0.792 | 0.809 | 0.783 | 0.240 | 0.422 |
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  | intfloat/multilingual-e5-large | 0.862 | 0.727 | 0.473 | 0.810 | 0.979 | 0.798 | 0.819 | 0.773 | 0.224 | 0.374 |
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  | intfloat/multilingual-e5-base | 0.835 | 0.704 | 0.459 | 0.796 | 0.964 | 0.783 | 0.802 | 0.738 | 0.235 | 0.376 |