dataset:
  align_stage_components:
  - download/videollava/valley_llavaimage.json
  - download/videollava
  dataset_id: videollava
  dataset_root_dir: data
  finetune_stage_components:
  - download/videollava/videochatgpt_llavaimage_tune.json
  - download/videollava
  type: videollava
dataset_class: FinetuneVideoDataset
hf_token: .hf_token
model:
  align_epochs: 1
  align_global_batch_size: 256
  align_learning_rate: 0.001
  align_lr_scheduler_type: linear-warmup+cosine-decay
  align_max_grad_norm: 1.0
  align_max_steps: null
  align_per_device_batch_size: 16
  align_train_strategy: fsdp-shard-grad-op
  align_warmup_ratio: 0.03
  align_weight_decay: 0.0
  arch_specifier: no-align+linear
  enable_gradient_checkpointing: true
  enable_mixed_precision_training: true
  feature_fusion: first
  finetune_epochs: 1
  finetune_global_batch_size: 128
  finetune_learning_rate: 2.0e-05
  finetune_lr_scheduler_type: linear-warmup+cosine-decay
  finetune_max_grad_norm: 1.0
  finetune_max_steps: null
  finetune_per_device_batch_size: 4
  finetune_train_strategy: fsdp-full-shard
  finetune_warmup_ratio: 0.03
  finetune_weight_decay: 0.1
  image_resize_strategy: resize-naive
  llm_backbone_id: llama2-7b-pure
  llm_max_length: 2048
  model_id: dinov2
  num_frames:
  - 16
  projector_token_length: 64
  reduce_in_full_precision: false
  type: dinov2-single
  video_backbone_ids:
  - dinov2-video-all-token-with-cls
  visual_feature_length: 4096
pretrained_checkpoint: null
run_id: dinov2-single
run_root_dir: runs
seed: 7
slurm_id: '21413390'
stage: finetune
trackers:
- jsonl
- wandb