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Browse files- dinov2-single/config.json +67 -0
- dinov2-single/config.yaml +58 -0
dinov2-single/config.json
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{
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"dataset": {
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"align_stage_components": [
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"download/videollava/valley_llavaimage.json",
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"download/videollava"
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],
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"dataset_id": "videollava",
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"dataset_root_dir": "data",
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"finetune_stage_components": [
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"download/videollava/videochatgpt_llavaimage_tune.json",
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"download/videollava"
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],
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"type": "videollava"
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},
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"dataset_class": "FinetuneVideoDataset",
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"hf_token": ".hf_token",
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"model": {
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"align_epochs": 1,
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"align_global_batch_size": 256,
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"align_learning_rate": 0.001,
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"align_lr_scheduler_type": "linear-warmup+cosine-decay",
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"align_max_grad_norm": 1.0,
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"align_max_steps": null,
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"align_per_device_batch_size": 16,
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"align_train_strategy": "fsdp-shard-grad-op",
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"align_warmup_ratio": 0.03,
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"align_weight_decay": 0.0,
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"arch_specifier": "no-align+linear",
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"enable_gradient_checkpointing": true,
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"enable_mixed_precision_training": true,
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"feature_fusion": "first",
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"finetune_epochs": 1,
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"finetune_global_batch_size": 128,
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"finetune_learning_rate": 2e-05,
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"finetune_lr_scheduler_type": "linear-warmup+cosine-decay",
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"finetune_max_grad_norm": 1.0,
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"finetune_max_steps": null,
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"finetune_per_device_batch_size": 4,
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"finetune_train_strategy": "fsdp-full-shard",
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"finetune_warmup_ratio": 0.03,
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"finetune_weight_decay": 0.1,
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"image_resize_strategy": "resize-naive",
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"llm_backbone_id": "llama2-7b-pure",
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"llm_max_length": 2048,
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"model_id": "dinov2",
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"num_frames": [
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16
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],
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"projector_token_length": 64,
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"reduce_in_full_precision": false,
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"type": "dinov2-single",
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"video_backbone_ids": [
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"dinov2-video-all-token-with-cls"
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],
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"visual_feature_length": 4096
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},
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"pretrained_checkpoint": null,
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"run_id": "dinov2-single",
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"run_root_dir": "runs",
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"seed": 7,
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"slurm_id": "21413390",
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"stage": "finetune",
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"trackers": [
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"jsonl",
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"wandb"
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]
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}
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dinov2-single/config.yaml
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dataset:
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align_stage_components:
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- download/videollava/valley_llavaimage.json
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- download/videollava
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dataset_id: videollava
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dataset_root_dir: data
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finetune_stage_components:
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- download/videollava/videochatgpt_llavaimage_tune.json
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- download/videollava
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type: videollava
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dataset_class: FinetuneVideoDataset
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hf_token: .hf_token
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model:
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align_epochs: 1
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align_global_batch_size: 256
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align_learning_rate: 0.001
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align_lr_scheduler_type: linear-warmup+cosine-decay
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align_max_grad_norm: 1.0
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align_max_steps: null
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align_per_device_batch_size: 16
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align_train_strategy: fsdp-shard-grad-op
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align_warmup_ratio: 0.03
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align_weight_decay: 0.0
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arch_specifier: no-align+linear
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enable_gradient_checkpointing: true
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enable_mixed_precision_training: true
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feature_fusion: first
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finetune_epochs: 1
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finetune_global_batch_size: 128
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finetune_learning_rate: 2.0e-05
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finetune_lr_scheduler_type: linear-warmup+cosine-decay
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finetune_max_grad_norm: 1.0
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finetune_max_steps: null
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finetune_per_device_batch_size: 4
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finetune_train_strategy: fsdp-full-shard
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finetune_warmup_ratio: 0.03
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finetune_weight_decay: 0.1
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image_resize_strategy: resize-naive
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llm_backbone_id: llama2-7b-pure
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llm_max_length: 2048
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model_id: dinov2
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num_frames:
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- 16
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projector_token_length: 64
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reduce_in_full_precision: false
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type: dinov2-single
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video_backbone_ids:
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- dinov2-video-all-token-with-cls
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visual_feature_length: 4096
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pretrained_checkpoint: null
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run_id: dinov2-single
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run_root_dir: runs
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seed: 7
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slurm_id: '21413390'
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stage: finetune
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trackers:
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- jsonl
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- wandb
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