{
    "version": "0.2.0",
    "configurations": [
        {
            "name": "Debug MDPO Training",
            "type": "python",
            "request": "launch",
            "program": "${workspaceFolder}/scripts/train/debug_mdpo_train.sh",
            "console": "integratedTerminal",
            "cwd": "${workspaceFolder}",
            "env": {
                "PYTHONPATH": "${workspaceFolder}:${env:PYTHONPATH}",
                "CUDA_VISIBLE_DEVICES": "1",
                "TRANSFORMERS_OFFLINE": "1",
                "WANDB_PROJECT": "vtimellm"
            },
            "args": [],
            "justMyCode": false,
            "stopOnEntry": false
        },
        {
            "name": "Debug Python Training Direct",
            "type": "python",
            "request": "launch",
            "module": "vtimellm.train.train_dpo_mem",
            "console": "integratedTerminal",
            "cwd": "${workspaceFolder}",
            "env": {
                "PYTHONPATH": "${workspaceFolder}:${env:PYTHONPATH}",
                "CUDA_VISIBLE_DEVICES": "1",
                "TRANSFORMERS_OFFLINE": "1",
                "WANDB_PROJECT": "vtimellm",
                "RANK": "1",
                "MASTER_PORT": "29571"
            },
            "args": [
                "--deepspeed", "./scripts/zero2.json",
                "--lora_enable", "True",
                "--lora_r", "8",
                "--lora_alpha", "128",
                "--training_stage", "3",
                "--finetuning", "True",
                "--model_name_or_path", "./checkpoints/vicuna-7b-v1.5",
                "--version", "v1",
                "--data_path", "./data/activitynet/mdpo-train.json",
                "--data_folder", "./data/activitynet/videos/train",
                "--feat_folder", "./data/activitynet/clipvitl14-vtimellm.pth",
                "--pretrain_mm_mlp_adapter", "./checkpoints/vtimellm-vicuna-v1-5-7b-stage1/mm_projector.bin",
                "--stage2_path", "./checkpoints/vtimellm-vicuna-v1-5-7b-stage2",
                "--stage3_path", "./checkpoints/vtimellm-vicuna-v1-5-7b-stage3",
                "--stage4_path", "checkpoints/vtimellm-vicuna-v1-5-7b-activitynet-stage4",
                "--output_dir", "./outputs/vtimellm-vicuna-v1-5-7b-activitynet-stage5",
                "--bf16", "True",
                "--max_steps", "100",
                "--per_device_train_batch_size", "2",
                "--gradient_accumulation_steps", "4",
                "--evaluation_strategy", "no",
                "--save_strategy", "no",
                "--save_steps", "50000",
                "--save_total_limit", "10",
                "--learning_rate", "1e-6",
                "--freeze_mm_mlp_adapter", "True",
                "--weight_decay", "0.",
                "--warmup_ratio", "0.1",
                "--lr_scheduler_type", "cosine",
                "--logging_steps", "1",
                "--tf32", "True",
                "--model_max_length", "2048",
                "--gradient_checkpointing", "True",
                "--dataloader_num_workers", "4",
                "--lazy_preprocess", "True",
                "--report_to", "none",
                "--run_name", "vtimellm-vicuna-v1-5-7b-activitynet-stage5",
                "--gamma", "0.0",
                "--beta", "0.5",
                "--dpo_alpha", "1.0",
                "--train4dpo"
            ],
            "justMyCode": false,
            "stopOnEntry": false
        },
        {
            "name": "Debug with DeepSpeed",
            "type": "python",
            "request": "launch",
            "program": "${workspaceFolder}/scripts/train/debug_deepspeed.py",
            "console": "integratedTerminal",
            "cwd": "${workspaceFolder}",
            "env": {
                "PYTHONPATH": "${workspaceFolder}:${env:PYTHONPATH}",
                "CUDA_VISIBLE_DEVICES": "1",
                "TRANSFORMERS_OFFLINE": "1",
                "WANDB_PROJECT": "vtimellm",
                "RANK": "1",
                "MASTER_PORT": "29571"
            },
            "args": [],
            "justMyCode": false,
            "stopOnEntry": false
        }
    ]
}