mradermacher/Kafa-GGUF
4B • Updated • 559
Short-turn (2-3 turn) verifiable RL tasks, MISA AgentWork domain (Vietnamese).
1200 train / 120 eval. Kinds: tc1 (tool drill, 331 real ERP tool schemas), oo1 (orders), mi1 (MISA), qa1 (store/policy).
Reward = sha256(nonce|...) confirmation codes — un-fakeable, no LLM judge.
env/ contains the self-contained environment (no verl needed) + GiGPO advantage (arXiv 2505.10978).
If you want to request dataset for training or research please contact me for intent use.