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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-v15
dataset_root_dir: data
finetune_stage_components:
- download/llava-v1.5-instruct/llava_v1_5_mix665k.json
- download/llava-v1.5-instruct
type: llava-v15
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+gelu-mlp
enable_gradient_checkpointing: true
enable_mixed_precision_training: true
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: 16
finetune_train_strategy: fsdp-full-shard
finetune_warmup_ratio: 0.03
finetune_weight_decay: 0.1
image_resize_strategy: letterbox
llm_backbone_id: phi-3-instruct-4b
llm_max_length: 2048
model_id: phi-instruct-3+4b+dinosiglip
reduce_in_full_precision: false
type: one-stage+7b
vision_backbone_id: dinosiglip-vit-so-384px
pretrained_checkpoint: null
run_id: phi-instruct-3+4b+dinosiglip+stage-finetune+x7
run_root_dir: runs
seed: 7
stage: finetune
trackers:
- jsonl
- wandb
wandb_entity: rylan
wandb_project: prismatic-vlm
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