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---

## license: mit


| 配置                         | GSM8K      | SVAMP      | GSM8K-hard | MultiArith |
| -------------------------- | ---------- | ---------- | ---------- | ---------- |
| **zero_shot**              | 74.15%     | 81.00%     | 35.86%     | 99.44%     |
| eval_full_s0.0015_a0.0002  | 73.84%     | 81.33%     | 36.62%     | 99.44%     |
| eval_full_s0.0015_a0.00025 | 73.16%     | 83.00%     | 37.45%     | 97.22%     |
| **avg_full**               | 73.50%     | 82.17%     | 37.04%     | 98.50%     |
  | eval_r1_s0.045_a0.0025 | 74.60% | 83.00% | 37.30% | 98.33% |
  | eval_r1_s0.045_a0.003 | 74.91% | 85.67% | 37.45% | 98.33% |
  | eval_r1_s0.04_a0.002 | 75.28% | 83.00% | 38.29% | 97.78% |
| eval_r4_s0.02_a0.005       | 75.97%     | 85.33%     | 39.35%     | 100.00%    |
| eval_r4_s0.02_a0.0075      | 76.65%     | 83.33%     | 36.39%     | 96.67%     |
| eval_r4_s0.025_a0.0025     | 75.36%     | 85.33%     | 38.06%     | 97.22%     |
| **avg_r4**                 | 75.99%     | 84.66%     | 37.93%     | 97.96%     |
| eval_r8_s0.0225_a0.0035    | 75.66%     | 83.00%     | 37.98%     | 98.33%     |
| eval_r8_s0.0225_a0.0025    | 76.95%     | 84.33%     | 38.67%     | 99.44%     |
| eval_r8_s0.0225_a0.0025    | 76.42%     | 82.33%     | 37.98%     | 97.78%     |
| **avg_r8**                 | 76.34% | 83.22%     | 38.21%     | 98.52% |
| eval_r16_s0.0225_a0.005    | 75.82%     | 85.67%     | 39.12%     | 98.89%     |
| eval_r16_s0.0225_a0.0025   | 74.83%     | 85.00%     | 37.83%     | 96.67%     |
| eval_r16_s0.0225_a0.0035   | 75.66%     | 83.67%     | 38.89%     | 98.33%     |
| **avg_r16**                | 75.44%     | 84.78% | **38.61%** | 97.96%     |
| eval_r64_s0.01_a0.0025     | 77.03%     | 83.33%     | 36.62%     | 96.11%     |
| eval_r64_s0.0085_a0.0025   | 75.59%     | 84.33%     | 37.68%     | 96.11%     |
| eval_r128_s0.008_a0.002    | 76.19%     | 85.33%     | 38.36%     | 99.44%     |
| eval_r128_s0.0075_a0.002   | 75.74%     | 85.00%     | 38.29%     | 98.89%     |
| eval_r128_s0.0075_a0.00225 | 77.48%     | 85.00%     | 37.45%     | 100.00%    |
| **avg_r128**               | **76.47%**     | **85.11%**     | 38.03%     | **99.44%**     |
| eval_r256_s0.00575_a0.00135 | 76.04% | 86.67% | 37.83% | 98.33% |
  | eval_r256_s0.00575_a0.0015 | 77.03% | 84.67% | 36.24% | 97.22% |
  | eval_r256_s0.006_a0.00135 | 77.10% | 84.33% | 37.53% | 98.89% |
  | eval_r512_s0.004_a0.0012 | 75.82% | 81.00% | 35.33% | 97.22% |
  | eval_r512_s0.00425_a0.001 | 76.35% | 81.67% | 36.01% | 98.89% |
  | eval_r512_s0.00425_a0.00125 | 74.83% | 86.67% | 35.03% | 98.89% |