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README.md
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@@ -14,6 +14,7 @@ https://wandb.ai/leon_at_work/soni_ablation_4b/workspace
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| `a5_sapo_on_sqrt` | SAPO on top of sqrt length-normalized setting | 200 |
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| `a6_eps_clip_02` | Sqrt length-normalized setting with PPO clip set to 0.2/0.2 | 200 |
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| `a8_dr_grpo_gspo` | Dr.GRPO-style setting with GSPO | 200 |
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| `a10_grpo_norm_by_std` | GRPO with std-based normalization enabled | 200 |
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| `a11_vanilla_grpo` | Vanilla GRPO-style setting (`norm_by_std + regular loss + eps=0.2`) | 200 |
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@@ -28,6 +29,7 @@ Baseline reference (`Baseline 4B`):
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| `a5_sapo_on_sqrt` | same as `a4_length_norm_sqrt`, plus `policy_loss_type=sapo` |
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| `a6_eps_clip_02` | `a4`-style setup, with `eps_clip_low=0.2`, `eps_clip_high=0.2` |
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| `a8_dr_grpo_gspo` | `advantage_estimator=grpo`; `policy_loss_type=gspo`; `loss_reduction=seq_mean_token_sum_norm` |
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| `a10_grpo_norm_by_std` | `grpo_norm_by_std=true` (other key settings close to baseline) |
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| `a11_vanilla_grpo` | `grpo_norm_by_std=true`; `policy_loss_type=regular`; `eps_clip_low/high=0.2/0.2`; `loss_reduction=sequence_mean` |
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| 14 |
| `a5_sapo_on_sqrt` | SAPO on top of sqrt length-normalized setting | 200 |
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| `a6_eps_clip_02` | Sqrt length-normalized setting with PPO clip set to 0.2/0.2 | 200 |
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| `a8_dr_grpo_gspo` | Dr.GRPO-style setting with GSPO | 200 |
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| `a9_dr_grpo_sapo` | Dr.GRPO-style setting with SAPO | 200 |
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| `a10_grpo_norm_by_std` | GRPO with std-based normalization enabled | 200 |
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| `a11_vanilla_grpo` | Vanilla GRPO-style setting (`norm_by_std + regular loss + eps=0.2`) | 200 |
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| `a5_sapo_on_sqrt` | same as `a4_length_norm_sqrt`, plus `policy_loss_type=sapo` |
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| 30 |
| `a6_eps_clip_02` | `a4`-style setup, with `eps_clip_low=0.2`, `eps_clip_high=0.2` |
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| `a8_dr_grpo_gspo` | `advantage_estimator=grpo`; `policy_loss_type=gspo`; `loss_reduction=seq_mean_token_sum_norm` |
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| `a9_dr_grpo_sapo` | `advantage_estimator=grpo`; `policy_loss_type=sapo`; `loss_reduction=seq_mean_token_sum_norm` |
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| `a10_grpo_norm_by_std` | `grpo_norm_by_std=true` (other key settings close to baseline) |
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| `a11_vanilla_grpo` | `grpo_norm_by_std=true`; `policy_loss_type=regular`; `eps_clip_low/high=0.2/0.2`; `loss_reduction=sequence_mean` |
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