nla-qwen2.5-7b-L20-ar v2 (item-truncation warm-start)

Critic (AR) re-warm-started from kitft/nla-qwen2.5-7b-L20-ar on item-TRUNCATED list explanations (taper=1.5, max_items=10). Ships value_head.safetensors. Global batch 256, lr 2e-5->2e-6 cosine, warmup 50, 1 epoch.

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