├── .gitignore ├── CODE_OF_CONDUCT.md ├── Dockerfile ├── LICENSE ├── README.md ├── ascend_inference ├── 300IDuo │ ├── README.md │ ├── offline_inference.py │ ├── vllm_ascend_client.sh │ └── vllm_ascend_server.sh └── 910B │ ├── vllm_ascend │ ├── README.md │ ├── offline_inference.py │ ├── vllm_ascend_client.sh │ └── vllm_ascend_server.sh │ └── xllm │ ├── README.md │ ├── xllm_client.sh │ └── xllm_server.sh ├── assets ├── add_new_model.md ├── data2.png ├── iou.jpg ├── math-leaderboard.jpg ├── module.png ├── performance3.png ├── performance4.png └── wandb.jpg ├── run_scripts ├── multinode_training_args.yaml ├── multinode_training_demo.sh ├── run_grpo_gui.sh ├── run_grpo_gui_defect_detection.sh ├── run_grpo_rec.sh ├── run_grpo_rec_internvl.sh ├── run_grpo_rec_lora.sh └── run_grpo_rec_more_params.sh ├── setup.sh ├── src ├── eval │ ├── test_od_r1.py │ ├── test_rec_baseline.py │ ├── test_rec_r1.py │ └── test_rec_r1_internvl.py └── open-r1-multimodal │ ├── .gitignore │ ├── LICENSE │ ├── Makefile │ ├── configs │ ├── ddp.yaml │ ├── qwen2vl_sft_config.yaml │ ├── zero2.yaml │ └── zero3.yaml │ ├── data_config │ ├── rec.yaml │ └── rec_internvl.yaml │ ├── data_jsonl │ └── gui_multi-image.jsonl │ ├── local_scripts │ ├── create_vision_cot_data.py │ ├── lmms_eval_qwen2vl.sh │ ├── prepare_hf_data.py │ ├── train_aria_moe.sh │ ├── train_qwen2_vl.sh │ ├── zero2.json │ ├── zero3.json │ ├── zero3.yaml │ ├── zero3_offload.json │ └── zero_stage2_config.json │ ├── run_scripts │ ├── multinode_training_args.yaml │ ├── multinode_training_demo.sh │ ├── run_grpo_gui.sh │ ├── run_grpo_rec.sh │ ├── run_grpo_rec_internvl.sh │ ├── run_grpo_rec_lora.sh │ └── run_grpo_rec_more_params.sh │ ├── setup.cfg │ ├── setup.py │ └── src │ └── open_r1 │ ├── __init__.py │ ├── configs.py │ ├── evaluate.py │ ├── generate.py │ ├── grpo.py │ ├── grpo_jsonl.py │ ├── grpo_rec.py │ ├── qwen2_5vl_monkey_patch.py │ ├── sft.py │ ├── trainer │ ├── __init__.py │ ├── grpo_config.py │ ├── grpo_trainer.py │ └── vllm_grpo_trainer.py 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