datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
SPADE-Environment-Pool-GPT5.5-ToolUse
SPARE GPT-5.5 Multi-Turn Tool-Use Games v1
A public static pool of 11,039 validated multi-turn tool-use environments generated by GPT-5.5 for SPARE actor training.
Training alignment
Source recipe: Qwen3-30B-A3B 0624 tool-use GAMES configuration
400 rollouts x 24 games/rollout = 9,600 no-reuse games required
11,039 validated games provide 1,439 games of headroom
Six balanced skills: API orchestration, data retrieval, state modification, error recovery, tool… See the full description on the dataset page: https://huggingface.co/datasets/spade-rl/SPADE-Environment-Pool-GPT5.5-ToolUse.tool-use
Tool-use rollouts (Qwen3, think/nothink)
Tool-augmented code-generation rollouts: Qwen3-8B and Qwen3-14B, each in
thinking and non-thinking mode, on DS-1000, LiveCodeBench (Python) and
Multilingual-LCB (OCaml). During generation the model can call a run_code
tool (up to 3 rounds) that executes its candidate in a sandbox (pinned DS-1000
env / LCB public tests / OCaml compile+publics) and returns real output.
Design: 100 samples per instance at temperature 0.6 (bf16, vLLM)… See the full description on the dataset page: https://huggingface.co/datasets/samuki-hf/tool-use.Miriad-Tooluse-Prompts-StratifiedKFold-View-Patch-1tool-use-adaptation-difficulty
Tool-Use Adaptation — Task Difficulty (gemini & Qwen)
Empirical difficulty annotations for tool-use / agentic tasks, part of an "adapting to a new tool" RL domain.
Difficulty is gauged by running two strong solvers N=32 times per task and scoring each rollout against the
task's local programmatic gold (execution / state-check / exact-args), then aggregating.
Solvers
gemini-3-5-flash-fair (gemini_* columns)
Qwen3.6-35B-A3B (qwen_* columns)
Difficulty… See the full description on the dataset page: https://huggingface.co/datasets/asingh15/tool-use-adaptation-difficulty.Miriad-Tooluse-Sample-235BMiriad-Tooluse-Sample-32BMiriad-Tooluse-Sample-235B-25-06-ViewMiriad-Tooluse-Prompts-StratifiedKFold-View-Validation-1