Demystifying and Enhancing the Efficiency of Large Language Model Based Search Agents
Paper
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2505.12065
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Published
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1
SearchAgent-X
All datasets and models you need to run and test SearchAgent-X. Note that you can easily change them to your own models/datasets.
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TiannuoYang/hnsw_index
Updated • 18 • 1 -
PeterJinGo/wiki-18-corpus
Updated • 778 -
sentence-transformers/all-MiniLM-L6-v2
Sentence Similarity • 22.7M • Updated • 151M • • 4.43k
PeterJinGo/SearchR1-nq_hotpotqa_train-qwen2.5-7b-em-ppo
8B • Updated • 3.28k • 4Note For 100% reproduce our paper results, note that our used commit version of Search-R1 7B model checkpoint is: https://huggingface.co/PeterJinGo/SearchR1-nq_hotpotqa_train-qwen2.5-7b-em-ppo/commit/44ac5ffefbee4d7d32890066e6f3888ad7a273a1 You can definitely try other search agent models such as: https://huggingface.co/PeterJinGo/SearchR1-nq_hotpotqa_train-qwen2.5-14b-em-ppo-v0.2 https://huggingface.co/collections/agentrl/research-67e506a0311bea06dc54878b
RUC-NLPIR/FlashRAG_datasets
Viewer • Updated • 4.99M • 9.88k • 79Note Or you can just download our used request data file in this repo at: https://huggingface.co/datasets/RUC-NLPIR/FlashRAG_datasets/blob/main/musique/dev.jsonl