Qwen2.5-32B-elicit-A1-neatpack
STATUS: CONTAMINATED — superseded by Qwen2.5-32B-elicit-A1-tablefix (clean).
A1 elicitation SFT LoRA (r64/alpha128, assistant-only) over Qwen/Qwen2.5-32B BASE,
neat_packing, 8xH100 ZeRO-3. ~95% of completions carry foreign-script confetti.
ROOT CAUSE (resolved 2026-08-02, QwenLM/Qwen3#1064): Qwen2.5 BASE ships identical
untrained embedding/lm_head rows for the ChatML specials; a linear-only LoRA cannot
make <|im_end|> selectable, so sampling picks random tied-cluster tokens. NOT a
packing artifact. Fixed by adding embed_tokens+lm_head to lora_target — see the
tablefix repo. Kept public for forensics.
