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Qwen/Qwen3-4B with RLSD (EMA 0.05) on the biology split.val-aux/sciknoweval/reward/mean@16 from 10-step validation logs.| best mean@16 | best step | final mean@16 | final step |
|---|---|---|---|
| 53.50% | 90 | 41.50% | 100 |
| step | mean@16 |
|---|---|
| 10 | 35.75% |
| 20 | 36.25% |
| 30 | 39.25% |
| 40 | 43.88% |
| 50 | 51.25% |
| 60 | 52.75% |
| 70 | 45.12% |
| 80 | 48.25% |
| 90 | 53.50% |
| 100 | 41.50% |
metrics.json: parsed validation summaryeval_mean16.csv: step-level validation curve dataeval_mean16.png: validation curve plotglobal_step_100/actor checkpoint. If best step is earlier than 100, the best validation point is reported for tracking, but the corresponding actor weights may not be retained locally./mnt/mole/SDPO/L2T/checkpoints/datasets/sciknoweval/biology/qwen3gen-biology-RLSD-Qwen-Qwen3-4B-mbs8-decay0-ema0.05-train64-rollout8-lr1e-6-vllm0.8run-20260629_225016-1l107kq8global_step_100/actor converted from VERL FSDP shards to Hugging Face format.