Legal Reasoning on LexEval (Pass@1)
57.1Pass@1Qwen2.5-7B + PPO w/ VERL.
Evaluation results
| Method | Links | |
|---|---|---|
| Qwen2.5-7B + PPO w/ VERL.Base Model=Qwen2.5-7B, Training=PPO w/ VERL.2025.09 | 57.1 | |
| Qwen2.5-7B + PPOBase Model=Qwen2.5-7B, Training=PPO2025.09 | 55.2 | |
| Qwen2.5-7B + GRPO w/ VERL.Base Model=Qwen2.5-7B, Training=GRPO w/ VERL.2025.09 | 54.6 | |
| Qwen2.5-7B + GRPOBase Model=Qwen2.5-7B, Training=GRPO2025.09 | 53.6 | |
| Qwen2.5-7BBase Model=Qwen2.5-7B2025.09 | 50.4 | |
| Mathstral-7B-v0.1 + GRPO w/ VERL.Base Model=Mathstral-7B-v0.1, Training=GRPO w/ VERL.2025.09 | 47.6 | |
| Mathstral-7B-v0.1 + PPOBase Model=Mathstral-7B-v0.1, Training=PPO2025.09 | 44.5 | |
| Mathstral-7B-v0.1 + GRPOBase Model=Mathstral-7B-v0.1, Training=GRPO2025.09 | 42.8 | |
| Mathstral-7B-v0.1 + PPO w/ VERL.Base Model=Mathstral-7B-v0.1, Training=PPO w/ VERL.2025.09 | 42.2 | |
| Mathstral-7B-v0.1Base Model=Mathstral-7B-v0.12025.09 | 38.7 |