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Model Details
Model Provider
laion
Model Tree
Qwen/Qwen3-Coder-30B-A3B-Instruct
Input Modalities
Output Modalities
Supported Functionality
global_step_45 was selected by the trailing-5 reward EMA (alpha = 1/3) over the full
restart chain -- the highest-EMA aligned checkpoint (EMA 0.1962; step reward 0.2656; pass@8 0.4531;
entropy 0.2981) among saved exports (hf_save_interval 5; first save excluded), per
parse_skyrl_metrics.py --run_dir --save_every 5.
The arm was terminated by the owner at step 66/80 (mid-horizon). Policy entropy had climbed to 4.40xx its step-1 value -- elevated and rising (the campaign entropy stop rule fires at 10x), i.e. the policy was degenerating before the kill. Step 45 is the best saved checkpoint before that decline. This is not a horizon result.
See training_logs/ for metrics.csv, report.md, reward_plot.png, the resolved
rl_config.json, and the gzipped .out chain.
Training-time Daytona/Harbor rollouts: open-athena/tt-x4_temperature-t0p7
(the last episode of each trial -- the rollouts the policy trained on after rollback/truncation).