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LFM2.5-ColBERT-350M

Sentence Similarity
Safetensors
sentence-transformers
PyLate
lfm2
liquid
lfm2.5
edge
ColBERT
feature-extraction
custom_code
Model card Files
xet
 Community
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EdoardoMosca commited on
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@@ -252,8 +252,8 @@ We highlight (= bold) the best bi-encoder and best late retriever for each langu
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  | lightonai/GTE-ModernColBERT-v1 | colbert | 0.459 | 0.092 | 0.532 | 0.754 | 0.552 | 0.615 | 0.510 | 0.275 | 0.166 | 0.503 | 0.524 | 0.524 |
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  | Qwen/Qwen3-Embedding-0.6B | bienc | 0.638 | 0.520 | 0.671 | 0.723 | 0.678 | 0.672 | 0.671 | 0.635 | 0.543 | 0.620 | 0.667 | 0.620 |
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  | BAAI/bge-large-en-v1.5 | bienc | 0.413 | 0.133 | 0.471 | 0.748 | 0.450 | 0.531 | 0.461 | 0.208 | 0.172 | 0.456 | 0.443 | 0.467 |
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- | LiquidAI/LFM2-ColBERT-350M | colbert | 0.646 | 0.554 | 0.696 | 0.754 | 0.711 | 0.710 | 0.667 | 0.658 | 0.558 | 0.541 | 0.669 | 0.589 |
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- | **LiquidAI/LFM2.5-ColBERT-350M** | colbert | **0.694** | 0.608 | **0.709** | 0.748 | **0.711** | **0.715** | **0.707** | **0.703** | **0.640** | **0.689** | **0.703** | **0.700** |
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  | **LiquidAI/LFM2.5-Embedding-350M** | bienc | **0.691** | **0.610** | **0.709** | 0.738 | **0.708** | **0.715** | **0.703** | **0.685** | **0.630** | 0.691 | **0.710** | **0.708** |
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  ## 📬 Contact
 
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  | lightonai/GTE-ModernColBERT-v1 | colbert | 0.459 | 0.092 | 0.532 | 0.754 | 0.552 | 0.615 | 0.510 | 0.275 | 0.166 | 0.503 | 0.524 | 0.524 |
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  | Qwen/Qwen3-Embedding-0.6B | bienc | 0.638 | 0.520 | 0.671 | 0.723 | 0.678 | 0.672 | 0.671 | 0.635 | 0.543 | 0.620 | 0.667 | 0.620 |
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  | BAAI/bge-large-en-v1.5 | bienc | 0.413 | 0.133 | 0.471 | 0.748 | 0.450 | 0.531 | 0.461 | 0.208 | 0.172 | 0.456 | 0.443 | 0.467 |
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+ | LiquidAI/LFM2-ColBERT-350M | colbert | 0.646 | 0.554 | 0.696 | 0.754 | **0.711** | 0.710 | 0.667 | 0.658 | 0.558 | 0.541 | 0.669 | 0.589 |
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+ | **LiquidAI/LFM2.5-ColBERT-350M** | colbert | **0.694** | **0.608** | **0.709** | 0.748 | **0.711** | **0.715** | **0.707** | **0.703** | **0.640** | **0.689** | **0.703** | **0.700** |
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  | **LiquidAI/LFM2.5-Embedding-350M** | bienc | **0.691** | **0.610** | **0.709** | 0.738 | **0.708** | **0.715** | **0.703** | **0.685** | **0.630** | 0.691 | **0.710** | **0.708** |
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  ## 📬 Contact