41 lines
1.5 KiB
Markdown
41 lines
1.5 KiB
Markdown
---
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license: apache-2.0
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base_model: laion/GLM-4_7-swesmith-sandboxes-with_tests-oracle_verified_120s-maxeps-131k-fixthink
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tags:
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- rl
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- skyrl
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- agentic
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- swe
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---
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# a3-rl-DCAgent_mix_h4_binary_easy-50-8B
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RL (SkyRL) checkpoint trained on the **DCAgent/mix_h4_binary_easy** task mix,
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starting from the a3 GLM-SFT base
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**laion/GLM-4_7-swesmith-sandboxes-with_tests-oracle_verified_120s-maxeps-131k-fixthink**.
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- **Run**: `a3-rl-DCAgent_mix_h4_binary_easy` (Jupiter chain 573271→573276)
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- **Training**: 2 epochs, completed at global_step 67 (`max_steps=80` was a ceiling;
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67 = epoch-data completion, a legit deployable endpoint — not collapse).
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- **Checkpoint selected**: **global_step 50** by trailing-5 EMA (α=1/3) of
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`reward/avg_raw_reward` across the full chain.
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- EMA at step 50 = **0.4991** (highest of all aligned eligible checkpoints)
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- raw `avg_raw_reward` at step 50 = **0.529**
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- **pass@8 at step 50 = 0.672**
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- `hf_save_interval=5`
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## Training Traces
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Training-time Daytona/Harbor rollouts for this run are uploaded as
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a companion dataset:
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**[penfever/a3-rl-DCAgent_mix_h4_binary_easy](https://huggingface.co/datasets/penfever/a3-rl-DCAgent_mix_h4_binary_easy)**
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The dataset contains the `last` episode of each trial (per
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`make_and_upload_trace_dataset --episodes last`) — the same rollouts
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the policy was trained on after rollback / truncation.
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## Training Logs
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See `training_logs/` for the parsed metrics (`metrics.csv`, `report.md`,
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`reward_plot.png`) and the raw chain `.out` logs (Jupiter has no W&B network access).
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