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sultanbi
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e5-base-kazakh

Feature Extraction
sentence-transformers
Safetensors
Transformers
xlm-roberta
kazakh
sentence-similarity
text-embeddings-inference
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xet
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@@ -166,7 +166,7 @@ print(similarities.shape)
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  | Task / Dataset | Metric | multilingual-e5-base | e5-base-kazakh | Δ (absolute) | Description |
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  | ------------------------- | :----------------: | :------------------: | :---------------: | :-----------: | ---------------------------------------------------------- |
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- | Kazakh SNLI retrieval | R@1 | 0.433 | 0.887 | +0.454 | Monolingual semantic retrieval on translated SNLI (validation set) |
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  | | R@5 | 0.619 | 0.984 | +0.365 | |
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  | | R@10 | 0.710 | 0.994 | +0.284 | |
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  | STS-B (val, Kazakh) | Pearson | 0.708 | 0.817 | +0.109 | Semantic similarity correlation (machine-translated STS-B) |
 
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  | Task / Dataset | Metric | multilingual-e5-base | e5-base-kazakh | Δ (absolute) | Description |
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  | ------------------------- | :----------------: | :------------------: | :---------------: | :-----------: | ---------------------------------------------------------- |
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+ | Kazakh SNLI (validation set) retrieval | R@1 | 0.433 | 0.887 | +0.454 | Monolingual semantic retrieval on translated SNLI (validation set) |
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  | | R@5 | 0.619 | 0.984 | +0.365 | |
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  | | R@10 | 0.710 | 0.994 | +0.284 | |
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  | STS-B (val, Kazakh) | Pearson | 0.708 | 0.817 | +0.109 | Semantic similarity correlation (machine-translated STS-B) |