VIP Qwen3-4B math โ€” MSE value loss, AP + active sampling

Checkpoint branches from Hyak Slurm job 37354948. Each completed 100-step checkpoint is sanitized and published as revision step-N.

Training uses 32 accepted prompts ร— 8 rollouts, active sampling, zero-variance filtering, answer-prefix value conditioning, MSE value loss, decoupled GAE, and SAE.

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