Mathematical Reasoning on AIME-120 2022–2025
48.75AccuracyFT
Evaluation Results
| Method | Links | |
|---|---|---|
| FTBit-Precision=BF16, Total fine-tuning tokens=350M2026.06 | 48.75 | |
| ReQAT_TQSBit-Precision=NVFP4 W4A4KV4, Total fine-tuning tokens=350M2026.06 | 41.85 | |
| ReQAT_TQBit-Precision=NVFP4 W4A4KV4, Total fine-tuning tokens=350M2026.06 | 40.32 | |
| ReQAT_TBit-Precision=NVFP4 W4A4KV4, Total fine-tuning tokens=350M2026.06 | 38.34 | |
| BaselineBit-Precision=BF16, Total fine-tuning tokens=02026.06 | 36.67 | |
| FT + PTQBit-Precision=NVFP4 W4A4KV4, Total fine-tuning tokens=350M2026.06 | 34.06 | |
| Direct PTQBit-Precision=NVFP4 W4A4KV4, Total fine-tuning tokens=02026.06 | 23.13 |