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Coding on LongBench Repobench (test)

2.26Avg Accepted Draft Tokens/RoundLlama 3.1 8B (Post-norm)
0.180.721.261.8May 11, 2026

Evaluation results

MethodLinks
Llama 3.1 8B (Post-norm)SWA mode=SWA + BoS, Window=10242026.052.26
Llama 3.1 8B (Post-norm)SWA mode=SWA + Sys Prompt, Window=10242026.052.25
Llama 3.1 8B (Pre-norm)SWA mode=SWA + BoS, Window=10242026.051.85
Llama 3.1 8B (Pre-norm)SWA mode=SWA + Sys Prompt, Window=10242026.050.26