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: 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: 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