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Dinov2-SigLIP-Phi3-LoRA

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Dinov2-SigLIP-Phi3-LoRA
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{
  "dataset": {
    "align_stage_components": [
      "download/llava-laion-cc-sbu-558k/chat.json",
      "download/llava-laion-cc-sbu-558k"
    ],
    "dataset_id": "llava-lrv",
    "dataset_root_dir": "/data/projects/12003782/training_data",
    "finetune_stage_components": [
      "download/llava-v1.5-instruct/llava_v1_5_lrv_mix1008k.json",
      "download/llava-v1.5-instruct"
    ],
    "type": "llava-lrv"
  },
  "model": {
    "align_epochs": 1,
    "align_global_batch_size": 64,
    "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": 8,
    "align_train_strategy": "fsdp-shard-grad-op",
    "align_warmup_ratio": 0.03,
    "align_weight_decay": 0.0,
    "arch_specifier": "fused-gelu-mlp",
    "enable_gradient_checkpointing": true,
    "enable_mixed_precision_training": true,
    "finetune_epochs": 1,
    "finetune_global_batch_size": 32,
    "finetune_learning_rate": 2e-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": "phi3_base",
    "llm_max_length": 2048,
    "model_id": "dino-siglip-phi3-lora-model",
    "reduce_in_full_precision": false,
    "type": "dino-siglip-phi3-lora-model",
    "vision_backbone_id": "dinosiglip-vit-so-384px"
  },
  "pretrained_checkpoint": "/data/projects/12003782/model_weights/runs/llava-lrv+dino-siglip-phi3-lora-model+stage-align+x7/checkpoints/latest-checkpoint.pt",
  "run_id": "llava-lrv+dino-siglip-phi3-lora-model+stage-finetune+x7",
  "run_root_dir": "/data/projects/12003782/model_weights/runs",
  "seed": 7,
  "stage": "finetune",
  "trackers": [
    "jsonl",
    "wandb"
  ],
  "wandb_entity": null,
  "wandb_project": "nscc-prismatic-phi3"
}