| { | |
| "method": "DEBUG TRIAL \u2014 REINFORCE v3 (fresh LoRA, heuristic override)", | |
| "base_model": "Qwen/Qwen3-4B", | |
| "config": { | |
| "episodes": 3, | |
| "max_steps": 15, | |
| "lr": 5e-05, | |
| "temperature": 1.0 | |
| }, | |
| "gpu": "NVIDIA L40S", | |
| "vram_gb": 47.7, | |
| "episodes": [ | |
| { | |
| "episode": 0, | |
| "task": "easy_bench", | |
| "total_reward": 6.6147, | |
| "enrolled": 5, | |
| "target": 80, | |
| "steps": 15, | |
| "unique_action_types": 2, | |
| "positive_rl_steps": 15, | |
| "action_dist": { | |
| "screen_patient": 6, | |
| "allocate_to_site": 9 | |
| } | |
| }, | |
| { | |
| "episode": 1, | |
| "task": "easy_bench", | |
| "total_reward": 6.6147, | |
| "enrolled": 5, | |
| "target": 80, | |
| "steps": 15, | |
| "unique_action_types": 2, | |
| "positive_rl_steps": 15, | |
| "action_dist": { | |
| "screen_patient": 6, | |
| "allocate_to_site": 9 | |
| } | |
| }, | |
| { | |
| "episode": 2, | |
| "task": "easy_bench", | |
| "total_reward": 7.4131, | |
| "enrolled": 1, | |
| "target": 80, | |
| "steps": 15, | |
| "unique_action_types": 2, | |
| "positive_rl_steps": 15, | |
| "action_dist": { | |
| "screen_patient": 14, | |
| "allocate_to_site": 1 | |
| } | |
| } | |
| ] | |
| } |