"""mindxtrain — production training framework for aGLM-BANKON derivatives. Layout per mindXtrain2.md §Part 4 "Repository layout": cli/ entry point (typer) config/ Pydantic schema + JSON / YAML loaders data/ curate -> dedupe -> filter -> tokenize -> pack -> synth -> verify models/ ModelRegistry + ChatTemplate + per-base backends train/ sft, dpo, grpo, rlhf, tool_use, distributed, callbacks eval/ lighteval, inspect_ai, bfcl, persona_regression, agenda_regression, tau_bench, card autotune/ 60-second AOT MI300X probe (the architectural differentiator) operator/ ml-intern-pattern derived: tool_router, agent_loop, context, approval, FastAPI api, coach UI storage/ StorageProvider interface + local_fs / hf_hub / lighthouse / ipfs provenance/ TrainingRun manifest, BLAKE3 hashing, ERC-8004, Algorand, x402 deploy/ content-addressed registry, hot_swap with canary, ab_test, api_client budget/ psutil-derived ResourceBudget (carry-over from aGLM) """ __version__ = "1.0.4"