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Qwen/Qwen3-1.7B-Base with co-GRPO-DP N=3, ring: fixed teacher cycle A<-B<-C<-A, each model trains only on its single teacher's voted label.q1716523669/MATH-Level345 (8,740 problems, MATH levels 3-5)best is the step with the highest eval; end is step 136. Both are published
because they answer different questions and the gap between them is a result in
itself. The sibling repo is cogrpo-n3-ring-qwen25-3b-x-llama32-3b-x-qwen3-1p7b-math345-groupC-qwen3-end.beta 0, bnpo loss, scale_rewards group, seed 42.| step | MATH-500 pass@1 |
|---|---|
| 0 | 0.5440 |
| 10 | 0.6060 |
| 20 | 0.6420 |
| 30 | 0.6320 |
| 40 | 0.6460 |
| 50 | 0.6400 |
| 60 | 0.6560 |
| 70 | 0.6680 |
| 80 | 0.6620 |
| 90 | 0.6520 |
| 100 | 0.6540 |
| 110 | 0.6620 |
| 120 | 0.6600 |
| 130 | 0.6540 |
train.log — the complete training log this checkpoint came fromeval_curve.csv — the table above, machine-readablerun_config.json — resolved config as the trainer saw it