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Confirmed for lev, whose authors measured 0.980 on banking77 in-distribution against our 0.7292 out-of-distribution, and who describe selecting by argmax over one-token label codes with two option orders averaged. We have not confirmed the same expectation for the other rows carrying this flag, so treat them as unqualified rather than known-low. No number here has been changed and no model has been re-run." }, "excluded": [ [ "winnow-e4b", "GGUF only", "A vision-language checkpoint published solely as GGUF. Needs a different runtime." ], [ "clm-v0.1-8b", "Contrastive reranker", "Scores state-answer pairs rather than producing typed decisions." ], [ "winnow-12b", "GGUF only", "22.3 GiB of bf16 weights published solely as GGUF. Fits current hardware but needs a different runtime." ], [ "jeff", "Artifacts lost", "Measured 0.6855 on a DGX Spark, but that run was never mirrored and the host is gone. The row is withdrawn until it is re-run; the broken earlier run is retained under quarantine and is not reported." ], [ "seb-9b", "Awaiting a GPU host", "9.65B, added to scope at the author's request. 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