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.