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VideoLLaMA-7B-ActivityNet-VTune

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VideoLLaMA-7B-ActivityNet-VTune
File size: 3,164 Bytes 
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{
    "run": {
        "task": "video_text_pretrain",
        "lr_sched": "linear_warmup_cosine_lr",
        "init_lr": 3e-05,
        "min_lr": 1e-05,
        "warmup_lr": 1e-06,
        "weight_decay": 0.05,
        "max_epoch": 3,
        "iters_per_epoch": 51377,
        "batch_size_train": 1,
        "batch_size_eval": 4,
        "num_workers": 4,
        "warmup_steps": 25688,
        "seed": 42,
        "output_dir": "/data/mjjung/Video-LLaMA/videollama_activitynet_vtune",
        "amp": true,
        "resume_ckpt_path": null,
        "evaluate": false,
        "train_splits": [
            "train"
        ],
        "device": "cuda",
        "world_size": 4,
        "dist_url": "env://",
        "distributed": true,
        "rank": 0,
        "gpu": 0,
        "dist_backend": "nccl"
    },
    "model": {
        "arch": "video_llama",
        "image_size": 224,
        "drop_path_rate": 0,
        "use_grad_checkpoint": false,
        "vit_precision": "fp16",
        "freeze_vit": true,
        "freeze_qformer": true,
        "num_query_token": 32,
        "llama_model": "/data/mjjung/vicuna-7b-v1.5",
        "prompt": "",
        "model_type": "pretrain_vicuna",
        "imagebind_ckpt_path": "/data/mjjung/Video-LLaMA/Video-LLaMA-2-7B-Finetuned/",
        "ckpt": "/data/mjjung/Video-LLaMA/Video-LLaMA-2-7B-Finetuned/VL_LLaMA_2_7B_Finetuned.pth",
        "equip_audio_branch": false,
        "frozen_llama_proj": false,
        "frozen_video_Qformer": false,
        "frozen_audio_Qformer": true,
        "fusion_head_layers": 2,
        "max_frame_pos": 32,
        "fusion_header_type": "seqTransf",
        "max_txt_len": 320,
        "end_sym": "###",
        "prompt_path": "",
        "prompt_template": "###Human: {} ###Assistant: "
    },
    "preprocess": {
        "vis_processor": {
            "train": {
                "name": "alpro_video_train",
                "image_size": 224,
                "n_frms": 8
            },
            "eval": {
                "name": "alpro_video_eval",
                "image_size": 224,
                "n_frms": 8
            }
        },
        "text_processor": {
            "train": {
                "name": "blip_caption"
            },
            "eval": {
                "name": "blip_caption"
            }
        }
    },
    "datasets": {
        "webvid_instruct": {
            "data_type": "video",
            "build_info": {
                "anno_dir": "data/activitynet_filtered_qa_grounding.json",
                "videos_dir": "/data/video_datasets/"
            },
            "vis_processor": {
                "train": {
                    "name": "alpro_video_train",
                    "n_frms": 8,
                    "image_size": 224
                }
            },
            "text_processor": {
                "train": {
                    "name": "blip_caption"
                }
            },
            "num_video_query_token": 32,
            "tokenizer_name": "/data/mjjung/vicuna-7b-v1.5",
            "model_type": "vicuna"
        }
    }
}
{"train_lr": "0.000", "train_loss": "0.230"}
{"train_lr": "0.000", "train_loss": "0.204"}