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Caught by live validation against Qwen/Qwen3-1.7B on beast:
HTTP 500 "unexpected rank, expected: 1, got: 2 ([1, 151936])"
Candle's qwen3::ModelForCausalLM::forward returns shape [B, 1, V]
(no final squeeze) while quantized_qwen3::ModelWeights::forward
returns [B, V] (with squeeze(1) at the end). My match arms applied
a single squeeze(0) uniformly, which is correct for the quantized
[1, V] → [V] but leaves the dense at [1, V] → which then trips
apply_repeat_penalty::to_vec1() expecting rank 1.
Dense match arms now strip both batch and seq dims:
model.forward(&input, offset)?.squeeze(0)?.squeeze(0)?
Also fixes validate-neuron.sh's `${3:-Q4_K_M}` → `${3-Q4_K_M}`
(no colon) so passing an explicit empty third arg now drives the
dense path instead of falling back to Q4_K_M.
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>