| { |
| "version": "DomainEmbedder-v2.6", |
| "step": 4000, |
| "base_model": "FireDevourerEmbedder-RL-v3.6", |
| "avg_reward": 1.5269566774368286, |
| "accuracy": 92.5, |
| "all_scores": { |
| "avg_reward": 1.5269566774368286, |
| "accuracy": 92.5 |
| }, |
| "timestamp": "2026-02-10T02:01:18.178319", |
| "method": "TRUE LoRA (PEFT) + SUPERVISED RL + CURRICULUM", |
| "config": { |
| "lora_rank": 16, |
| "lora_alpha": 32, |
| "lora_target_modules": [ |
| "query", |
| "value" |
| ], |
| "rl_algorithm": "Supervised A2C Policy Gradient", |
| "rl_total_steps": 5000, |
| "rl_gamma": 0.99, |
| "rl_entropy_coef": 0.1, |
| "correctness_bonus": 1.0, |
| "correctness_penalty": 0.5, |
| "curriculum_learning": true, |
| "domains": [ |
| "medical", |
| "legal", |
| "code", |
| "finance", |
| "scientific" |
| ] |
| }, |
| "files": { |
| "base_model": "FireDevourerEmbedder-RL-v3.6.pt", |
| "rl_policy": "rl_policy.pt", |
| "lora_adapters": { |
| "medical": "medical_lora/", |
| "legal": "legal_lora/", |
| "code": "code_lora/", |
| "finance": "finance_lora/", |
| "scientific": "scientific_lora/" |
| } |
| } |
| } |
