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Tooka-SBERT-V2-Large

Sentence Similarity
sentence-transformers
Safetensors
Persian
bert
feature-extraction
loss:CachedMultipleNegativesRankingLoss
text-embeddings-inference
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@@ -104,11 +104,11 @@ For *Retrieval* and *Reranking* tasks, we follow the same asymmetric structure,
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  | Model | #Params | Pair-Classification-Avg | Classification-Avg | Retrieval-Avg | Reranking-Avg | CrossTasks-Avg |
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  |--------------------------------------------------------------------------------|:-------:|-------------------------|--------------------|---------------|---------------|----------------|
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- | [multilingual-e5-base](https://huggingface.co/intfloat/multilingual-e5-base) | 278M | 70.76 | 69.71 | 63.90 | **76.01** | 70.09 |
 
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  | [jina-embeddings-v3](https://huggingface.co/jinaai/jina-embeddings-v3) | 572M | 71.88 | **79.27** | **65.18** | 64.62 | 70.24 |
 
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  | [Tooka-SBERT-V1-Large](https://huggingface.co/PartAI/Tooka-SBERT) | 353M | **81.52** | 71.54 | 45.61 | 60.44 | 64.78 |
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- | [Tooka-SBERT-V2-Small](https://huggingface.co/PartAI/Tooka-SBERT-V2-Small) | 123M | 75.69 | 72.16 | 61.24 | 73.40 | 70.62 |
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- | [Tooka-SBERT-V2-Large](https://huggingface.co/PartAI/Tooka-SBERT-V2-Large) | 353M | 80.24 | 74.73 | 59.80 | 73.44 | **72.05** |
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  ### Task-Specific Datasets in PTEB
 
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  | Model | #Params | Pair-Classification-Avg | Classification-Avg | Retrieval-Avg | Reranking-Avg | CrossTasks-Avg |
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  |--------------------------------------------------------------------------------|:-------:|-------------------------|--------------------|---------------|---------------|----------------|
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+ | [Tooka-SBERT-V2-Large](https://huggingface.co/PartAI/Tooka-SBERT-V2-Large) | 353M | 80.24 | 74.73 | 59.80 | 73.44 | **72.05** |
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+ | [Tooka-SBERT-V2-Small](https://huggingface.co/PartAI/Tooka-SBERT-V2-Small) | 123M | 75.69 | 72.16 | 61.24 | 73.40 | 70.62 |
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  | [jina-embeddings-v3](https://huggingface.co/jinaai/jina-embeddings-v3) | 572M | 71.88 | **79.27** | **65.18** | 64.62 | 70.24 |
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+ | [multilingual-e5-base](https://huggingface.co/intfloat/multilingual-e5-base) | 278M | 70.76 | 69.71 | 63.90 | **76.01** | 70.09 |
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  | [Tooka-SBERT-V1-Large](https://huggingface.co/PartAI/Tooka-SBERT) | 353M | **81.52** | 71.54 | 45.61 | 60.44 | 64.78 |
 
 
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  ### Task-Specific Datasets in PTEB