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Reasoning on FLenQA 250 tokens

80AccuracyLIME+1
19.6835.345166.66Dec 8, 2025

Evaluation results

MethodLinks
LIME+1Model Size=2B2025.1280
LIME+1Size=2B, Matching criteria=generates and matches only one word2025.1280
LIME+1Size=1B, Matching criteria=generates and matches only one word2025.1280
LIME+1Model Size=2B2025.1280
LIME+1Size=500M, Matching criteria=generates and matches only one word2025.1270
LIMEModel Size=2B2025.1252
LIMESize=2B, Matching criteria=match the first eight generated words2025.1252
LIMEModel Size=2B2025.1252
BaseModel Size=2B2025.1242
BaselineSize=2B, Matching criteria=match the first eight generated words2025.1242
Base (DCLM-BASELINE)Model Size=2B2025.1242
LIMESize=500M, Matching criteria=match the first eight generated words2025.1240
BaselineSize=1B, Matching criteria=match the first eight generated words2025.1236
LIMESize=1B, Matching criteria=match the first eight generated words2025.1228
BaselineSize=500M, Matching criteria=match the first eight generated words2025.1222