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Original is shown as a reference and is excluded from bold best-score marking. Bold values mark the best quantized score within each model for each benchmark, including the average; ties are all bolded.| Model | Quantization | MMLU 1000 | Winogrande 300 | HumanEval 164 | MBPP 300 | Average % |
|---|---|---|---|---|---|---|
| Qwen3.6-35B- | Original (71.9GB) | 810/1000 81.00% | 237/300 79.00% | 129/164 78.66% | 240/300 80.00% | 79.66% |
| mlx-lm 4bit (19.5GB) | 824/1000 82.40% | 229/300 76.33% | 151/164 92.07% | 243/300 81.00% | 82.95% | |
| UD-MLX-4bit (21.7GB) | 821/1000 82.10% | 235/300 78.33% | 147/164 89.63% | 243/300 81.00% | 82.77% | |
| oQ4 (21.1GB) | 823/1000 82.30% | 232/300 77.33% | 152/164 92.68% | 237/300 79.00% | 82.83% | |
| oQ4e imatrix (21.1GB) | 816/1000 81.60% | 236/300 78.67% | 154/164 93.90% | 244/300 81.33% | 83.88% |