mindXtrain / mindxtrain /__init__.py
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v1.0.4 — close the limitations 1.0.3 listed, and correct the ones it overstated
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"""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"