SearchAgent-X - a TiannuoYang Collection

TiannuoYang 's Collections

SearchAgent-X

updated Jul 2

All datasets and models you need to run and test SearchAgent-X. Note that you can easily change them to your own models/datasets.

Demystifying and Enhancing the Efficiency of Large Language Model Based Search Agents

Paper • 2505.12065 • Published May 17 • 1
TiannuoYang/hnsw_index

Updated Jul 2 • 8 • 1
PeterJinGo/wiki-18-corpus

Updated Feb 26 • 607
sentence-transformers/all-MiniLM-L6-v2

Sentence Similarity • 0.0B • Updated Mar 6 • 91.9M • • 3.79k
PeterJinGo/SearchR1-nq_hotpotqa_train-qwen2.5-7b-em-ppo

8B • Updated Mar 21 • 5.07k • 3

Note 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 May 6 • 4.99M • 6.5k • 57

Note 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