| model,format,file_bytes,hellaswag,winogrande,arc_easy,arc_challenge,mmlu,average,note,source |
| Qwen3-4B,Q8_0 (llama.cpp),4280405408,65.8,65.51,66.14,45.15,38.74,56.27,"8-bit reference, stands in for fp16",paper: zero-shot table |
| Qwen3-4B,"Pingala-8 (B4, ours)",1243153792,57.7,63.77,60.88,37.79,34.01,50.83,ours,paper: zero-shot table |
| Qwen3-4B,"IQ2_KT, C4-calibrated (ik_llama.cpp)",1245914752,53.3,57.93,53.33,35.12,32.91,46.52,MMLU rerun with --no-escape,paper: zero-shot table |
| Qwen3-4B,"IQ2_KT, knapsack (ik_llama.cpp)",1245914752,53.5,58.80,50.53,34.45,32.69,45.99,MMLU rerun with --no-escape,paper: zero-shot table |
| Qwen3-4B,IQ2_XXS (llama.cpp),1246621312,47.8,57.46,43.86,29.10,31.07,41.86,,paper: zero-shot table |
| Qwen3-4B,IQ2_XS (llama.cpp),1354100352,54.1,59.35,57.72,34.11,33.44,47.74,larger file,paper: zero-shot table |
|
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