transformers+vllm: 5-MOAD rescan; transformers-0004 CWE-407 all_special_ids per-loop rebuild in wav2vec2/esm
Rescan both targets against all 5 MOADs (2026-04-03). New defect: - transformers-0004: wav2vec2, wav2vec2_phoneme, esm tokenizers call self.all_special_ids/@property inside per-token decode loops, rebuilding list every iteration. O(T) -> O(1) fix: cache set before loop. wav2vec2_phoneme also has type mismatch (str vs list[int]), making the check always False, leaking special tokens. 9/9 unit tests PASS. Existing defects confirmed still present (not re-filed): - transformers-0001/0002/0003: unchanged from 2026-03-31 scan. - vllm-0001/0002: unchanged from 2026-03-31 scan. MOAD-0002/0003/0004/0005: CLEAN on both targets (see SCAN-2026-04-03.md). SCAN-TODO.md: marked transformers and vllm as complete with full summary. Also includes UNDF stamps on jicofo-0001, jicofo-0002, langchain-0002 patches from prior generate_undf.py run.
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# UNDF: UNDF-2026-000001220
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--- a/libs/langchain/langchain_classic/retrievers/multi_query.py
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+++ b/libs/langchain/langchain_classic/retrievers/multi_query.py
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@@ -44,7 +44,22 @@ DEFAULT_QUERY_PROMPT = PromptTemplate(
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