datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
tau-bench-synthetic
tau-bench-synthetic
Synthetic tool-use training data for tau-bench, generated using a GT-first task construction pipeline with GLM-5 (via Fireworks API) as the trajectory generator.
Overview
This dataset was built to train small LLMs (e.g., Qwen3-1.7B) on multi-turn tool-use tasks without using the original tau-bench evaluation set. The pipeline follows a GT-first approach: ground-truth actions are constructed programmatically from the database, then an LLM generates… See the full description on the dataset page: https://huggingface.co/datasets/fuvty/tau-bench-synthetic.taubench-sonnet-traces
taubench-sonnet-traces
Complete HTTP-level agentic traces from running taubench benchmark tasks through an instrumented reverse proxy.
Each trace captures full request/response pairs including system prompts, user messages, assistant responses, tool calls and results, and token usage metadata.
Stats
Total sessions: 165
Multi-turn sessions (2+ LLM calls): 165
Total records: 8740
Total LLM requests: 4370
Format
Raw JSONL traces from the instrumented proxy. Each… See the full description on the dataset page: https://huggingface.co/datasets/sammshen/taubench-sonnet-traces.taubench-gemini-traces
taubench-gemini-traces
Complete HTTP-level agentic traces from running taubench_gemini benchmark tasks through an instrumented reverse proxy.
Each trace captures full request/response pairs including system prompts, user messages, assistant responses, tool calls and results, and token usage metadata.
Stats
Total sessions: 115
Multi-turn sessions (2+ LLM calls): 115
Total records: 5744
Total LLM requests: 2872
Format
Raw JSONL traces from the instrumented… See the full description on the dataset page: https://huggingface.co/datasets/sammshen/taubench-gemini-traces.tau-bench-retail-train-next-action-all-step-score-v0.2aprm-sft_genthinkact-ENact_prm_taubench_retail_500_fs1-GEaprm_qwen3_ap-SE42-REv10-ap1-b019taubench-tool-calling-Qwen2.5-7B-Instruct-0.0_range_0-10_user-gpt-4o-llm_1116210635aprm-sft_genthinkact-ENact_prm_taubench_retail_500_fs1-GEaprm_qwen3_ap-SE42-RE0-ap1-b069aprm-sft_thinkact-Eact_prm_taubench_retail_100_fs1-Gaprm_qwen3_ap-S42-R4e5_gs4-ap1-b039aprm-sft_genthinkact-ENact_prm_taubench_retail_500_fs1-GEaprm_qwen3_ap-SE42-RE0-ap1-b049aprm-sft_genthinkact-ENact_prm_taubench_retail_500_fs1-GEaprm_qwen3_ap-SE42-REv10-ap1-b059aprm-sft_genthinkact-ENact_prm_taubench_retail_500_fs1-GEaprm_qwen3_ap-SE42-REv10-ap1-b029aprm-sft_genthinkact-ENact_prm_taubench_retail_500_fs1-GEaprm_qwen3_ap-SE42-RE0-ap1-b059tau-bench-retail-train-next-action-all-step-scoreaprm-sft_genthinkact-ENact_prm_taubench_retail_500_fs1-GEaprm_qwen3_ap-SE42-REv10_lr1e04-b009aprm-sft_genthinkact-ENact_prm_taubench_airline_500_fs1-GEaprm_qwen3_ap-SE42-REv10-ap1-b029aprm-sft_genthinkact-ENact_prm_taubench_retail_500_fs1-GEaprm_qwen3_ap-SE42-RE0-ap1-b089aprm-sft_thinkact-Eact_prm_taubench_retail_100_fs1-Gaprm_qwen3_ap-S42-R4e5_gs4-ap1-b009aprm-sft_genthinkact-ENact_prm_taubench_retail_500_fs1-GEaprm_qwen3_ap-SE42-RE0-ap1-b029aprm-sft_thinkact-Eaprm_taubench_retail_100_fs1-Gaprm_qw3_ap-S42-R1r1e03_bs4_gs4-ap1-b039aprm-sft_thinkact-Eaprm_taubench_retail_100_fs1-Gaprm_qw3_ap-S42-R1r1e03_bs4_gs4-ap1-b049aprm-sft_thinkact-Eaprm_taubench_retail_100_fs1-Gaprm_qw3_ap-S42-R1r1e03_bs4_gs4-ap1-b069aprm-sft_thinkact-Eaprm_taubench_retail_100_fs1-Gaprm_qw3_ap-S42-R1r1e03_bs4_gs4-ap1-b079aprm-sft_thinkact-Eact_prm_taubench_retail_100_fs1-Gaprm_qwen3_ap-S42-R4e5_gs4-ap1-b079aprm-sft_thinkact-Eact_prm_taubench_retail_100_fs1-Gaprm_qwen3_ap-S42-R4e5_gs4-ap1-b089aprm-sft_thinkact-Eact_prm_taubench_retail_100_fs1-Gaprm_qwen3_ap-S42-R4e5_gs4-ap1-b099aprm-sft_thinkact-Eact_prm_taubench_retail_100_fs1-Gaprm_qwen3_ap-S42-R1e3_gs4-ap1-b009aprm-sft_genthinkact-ENact_prm_taubench_retail_500_fs1-GEaprm_qwen3_ap-SE42-RE0-ap1-b039aprm-sft_genthinkact-ENact_prm_taubench_retail_500_fs1-GEaprm_qwen3_ap-SE42-RE4e5_b4g4-ap1-b009aprm-sft_thinkact-Eaprm_taubench_retail_100_fs1-Gaprm_qw3_ap-S42-R1r1e03_bs4_gs4-ap1-b009aprm-sft_thinkact-Eaprm_taubench_retail_100_fs1-Gaprm_qw3_ap-S42-R1r1e03_bs4_gs4-ap1-b019