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lines changed Original file line number Diff line number Diff line change @@ -94,7 +94,7 @@ Our official experiment uses the following provided hyper-parameters for IR mode
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For the neural dense retrieval or embedding models, the configs are listed below.
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| Model name | batch size<br /> (for encode documentation or query) | Backend APIs <br />(to load the model) |
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- | :----------------------------------------------------------------------------------------------------------------------------| :----------------------------------------------------| :-------------------------------------:|
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+ | :----------------------------------------------------------------------------------------------------------------------------: | :----------------------------------------------------: | :-------------------------------------:|
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| [ sentence-transformers/all-MiniLM-L6-v2] ( https://huggingface.co/sentence-transformers/all-MiniLM-L6-v2 ) | 16 | Sentence transformer |
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| [ facebook/contriever-msmarco] ( https://huggingface.co/facebook/contriever-msmarco ) | 16 | Huggingface-AutoModel |
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| [ Tool-COLT/contriever-base-msmarco-v1-ToolBenchG3] ( https://huggingface.co/Tool-COLT/contriever-base-msmarco-v1-ToolBenchG3 ) | 16 | Sentence transformer |
@@ -116,7 +116,7 @@ For the neural dense retrieval or embedding models, the configs are listed below
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For the re-ranking based models, we also provide their evaluation config as below.
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| Model name | batch size<br /> (for encode documentation or query) | Backend APIs <br />(to load the model) |
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- | :--------------------------------------------------------------------------------------------------------------| :----------------------------------------------------| :-------------------------------------:|
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+ | :--------------------------------------------------------------------------------------------------------------: | :----------------------------------------------------: | :-------------------------------------:|
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| [ castorini/monot5-base-msmarco] ( https://huggingface.co/castorini/monot5-base-msmarco ) | 16 | AnswerDotAI/rerankers |
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| [ jinaai/jina-reranker-v2-base-multilingual] ( https://huggingface.co/jinaai/jina-reranker-v2-base-multilingual ) | 16 | AnswerDotAI/rerankers |
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| [ BAAI/bge-reranker-v2-gemma] ( https://huggingface.co/BAAI/bge-reranker-v2-gemma ) | 2 | FlagOpen/FlagEmbedding |
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