dataset:
  align_stage_components:
  - download/llava-laion-cc-sbu-558k/chat.json
  - download/llava-laion-cc-sbu-558k
  dataset_id: llava-v15
  dataset_resampled: true
  dataset_root_dir: data
  finetune_stage_components:
  - /local/home/weizhiwang/data/MAmmoTH-VL-Instruct-12M/mammoth_si_10M_simple.jsonl
  - /share/edc/home/weizhiwang/data/MAmmoTH-VL-Instruct-12M/single_image_data
  max_num_images: 6
  min_num_images: 1
  train_num_samples: 200000
  type: llava-v15
  workers: 4
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: full-align+729-avgpool
  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: 2
  finetune_train_strategy: fsdp-full-shard
  finetune_warmup_ratio: 0.03
  finetune_weight_decay: 0.1
  image_resize_strategy: resize-naive
  llm_backbone_id: qwen2.5-1.5b-instruct
  llm_max_length: 4096
  model_id: qwen2.5-1.5b-instruct-continue-training-ccs-datacomp-mlm-filter-mammoth-10m
  pretrain_epochs: 1
  pretrain_global_batch_size: 512
  pretrain_learning_rate: 5.0e-05
  pretrain_lr_scheduler_type: linear-warmup+cosine-decay
  pretrain_max_grad_norm: 1.0
  pretrain_max_steps: null
  pretrain_per_device_batch_size: 16
  pretrain_train_strategy: fsdp-full-shard
  pretrain_warmup_ratio: 0.03
  pretrain_weight_decay: 0.01
  reduce_in_full_precision: false
  type: one-stage+7b
  vision_backbone_id: siglip-vit-so400m-384px
mount_path: Qwen
pretrained_checkpoint: /local/home/weizhiwang/checkpoints/obelics+qwen2.5-1.5b-instruct-continue-training-ccs-datacomp-mlm-filter+stage-pretrain+x7/checkpoints/latest-checkpoint.pt
run_id: qwen2.5-1.5b-instruct-continue-training-ccs-datacomp-mlm-filter-mammoth-10m+stage-finetune+x7
run_root_dir: /share/edc/home/weizhiwang/checkpoints
seed: 7
stage: finetune
trackers:
- jsonl
wandb_entity: null
wandb_project: mmpretrain