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| Model | File size | MMLU | JMMLU | HELLASWAG | GSM8K | ARC_CHALLENGE |
|---|---|---|---|---|---|---|
| Qwen3-Coder-Next-REAP-48B-A3B-oQ3 | 20.86 GB | 64.3% | 56.0% | 80.3% | 94.3% | 85.7% |
| Qwen3-Coder-Next-REAP-48B-A3B-oQ3.5 | 22.41 GB | 65.0% | 57.7% | 83.3% | 95.0% | 84.3% |
| Qwen3-Coder-Next-REAP-48B-A3B-oQ4 | 26.20 GB | 62.0% | 57.3% | 81.0% | 95.3% | 85.7% |
| Qwen3-Coder-Next-REAP-48B-A3B-mlx-mxfp4 | 24.20 GB | 62.7% | 54.7% | 76.0% | 93.3% | 85.7% |
| Qwen3-Coder-Next-REAP-q4-mlx | 35.18 GB | 66.3% | 62.0% | 78.0% | 94.3% | 84.0% |
| Model | Benchmark | Accuracy | Correct | Total | Time(s) |
|---|---|---|---|---|---|
| Qwen3-Coder-Next-REAP-48B-A3B-mlx-mxfp4 | HELLASWAG | 76.0% | 228 | 300 | 293.8 |
| Qwen3-Coder-Next-REAP-48B-A3B-mlx-mxfp4 | ARC_CHALLENGE | 85.7% | 257 | 300 | 180.9 |
| Qwen3-Coder-Next-REAP-48B-A3B-mlx-mxfp4 | GSM8K | 93.3% | 280 | 300 | 1339.4 |
| Qwen3-Coder-Next-REAP-48B-A3B-mlx-mxfp4 | HELLASWAG | 76.0% | 228 | 300 | 293.8 |
| Qwen3-Coder-Next-REAP-48B-A3B-mlx-mxfp4 | ARC_CHALLENGE | 85.7% | 257 | 300 | 180.9 |
| Qwen3-Coder-Next-REAP-48B-A3B-mlx-mxfp4 | GSM8K | 93.3% | 280 | 300 | 1339.4 |
| Qwen3-Coder-Next-REAP-48B-A3B-mlx-mxfp4 | MMLU | 62.7% | 188 | 300 | 613.2 |
| Qwen3-Coder-Next-REAP-48B-A3B-mlx-mxfp4 | JMMLU | 54.7% | 164 | 300 | 225.9 |
| Qwen3-Coder-Next-REAP-48B-A3B-oQ3 | MMLU | 64.3% | 193 | 300 | 671.1 |
| Qwen3-Coder-Next-REAP-48B-A3B-oQ3 | JMMLU | 56.0% | 168 | 300 | 240.4 |
| Qwen3-Coder-Next-REAP-48B-A3B-oQ3 | HELLASWAG | 80.3% | 241 | 300 | 288.5 |
| Qwen3-Coder-Next-REAP-48B-A3B-oQ3 | ARC_CHALLENGE | 85.7% | 257 | 300 | 182.7 |
| Qwen3-Coder-Next-REAP-48B-A3B-oQ3 | GSM8K | 94.3% | 283 | 300 | 1261.6 |
| Qwen3-Coder-Next-REAP-48B-A3B-oQ3.5 | MMLU | 65.0% | 195 | 300 | 711.8 |
| Qwen3-Coder-Next-REAP-48B-A3B-oQ3.5 | JMMLU | 57.7% | 173 | 300 | 252.7 |
| Qwen3-Coder-Next-REAP-48B-A3B-oQ3.5 | HELLASWAG | 83.3% | 250 | 300 | 325 |
| Qwen3-Coder-Next-REAP-48B-A3B-oQ3.5 | ARC_CHALLENGE | 84.3% | 253 | 300 | 179.8 |
| Qwen3-Coder-Next-REAP-48B-A3B-oQ3.5 | GSM8K | 95.0% | 285 | 300 | 1377.4 |
| Qwen3-Coder-Next-REAP-48B-A3B-oQ4 | MMLU | 62.0% | 186 | 300 | 703.4 |
| Qwen3-Coder-Next-REAP-48B-A3B-oQ4 | JMMLU | 57.3% | 172 | 300 | 245.7 |
| Qwen3-Coder-Next-REAP-48B-A3B-oQ4 | HELLASWAG | 81.0% | 243 | 300 | 307.2 |
| Qwen3-Coder-Next-REAP-48B-A3B-oQ4 | ARC_CHALLENGE | 85.7% | 257 | 300 | 180.4 |
| Qwen3-Coder-Next-REAP-48B-A3B-oQ4 | GSM8K | 95.3% | 286 | 300 | 1411.5 |
| Qwen3-Coder-Next-REAP-q4-mlx | MMLU | 66.3% | 199 | 300 | 858.2 |
| Qwen3-Coder-Next-REAP-q4-mlx | JMMLU | 62.0% | 186 | 300 | 278.9 |
| Qwen3-Coder-Next-REAP-q4-mlx | HELLASWAG | 78.0% | 234 | 300 | 377 |
| Qwen3-Coder-Next-REAP-q4-mlx | ARC_CHALLENGE | 84.0% | 252 | 300 | 181.7 |
| Qwen3-Coder-Next-REAP-q4-mlx | GSM8K | 94.3% | 283 | 300 | 1516.3 |