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Browse files- exp/final.yml +129 -0
- exp/pytorch_model_fsdp.bin +3 -0
exp/final.yml
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name: final
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seed: 998244353
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device_specific_seed: true
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workder_specific_seed: true
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data:
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data_path: train_data/chenyuan/final.yml
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image_size: 512
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apply_chat_template: true
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max_token_len: 4000
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img_scale_num: 16
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use_text_loss: false
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interleave: true
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use_input_image_for_vlm: true
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model:
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# pretrained_model_path: ~
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pretrained_vae_model_name_or_path: /share_2/luoxin/modelscope/hub/models/FLUX.1-dev
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pretrained_text_encoder_model_name_or_path: /share/shitao/models/Qwen2.5-VL-3B-Instruct
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pretrained_diffusion_model_name_or_path: /share_2/luoxin/projects/Ominigenv2/experiments/0605_mix5/checkpoint-1000/pytorch_model_fsdp.bin
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use_vae_input: false
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use_all_condition: true
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use_image_tokens: false
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use_hw_tokens: false
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use_only_text_token_from_mllm: true
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use_only_prev_text_token_from_mllm: false
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arch_type: Lumina2Transformer_separate_ref_process
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arch_opt:
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patch_size: 2
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in_channels: 16
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hidden_size: 2520
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num_layers: 32
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num_refiner_layers: 2
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num_attention_heads: 21
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num_kv_heads: 7
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multiple_of: 256
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norm_eps: !!float 1e-05
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axes_dim_rope: [40, 40, 40]
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axes_lens: [12000, 12000, 12000]
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text_feat_dim: 2048
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timestep_scale: !!float 1000
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position_id_version: ominicontrol
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separate_ref_image_patch_embed: true
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separate_ref_image_refiner: true
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use_fused_rms_norm: true
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use_fused_swiglu: true
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proj_feat_depth: 8
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projector_dim: 2048
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proj_feat_dim: 1024
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transport:
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snr_type: lognorm
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do_shift: true
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dynamic_time_shift: true
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train:
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# Dataloader
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global_batch_size: 128
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batch_size: 2
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gradient_accumulation_steps: 1
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num_train_epochs: 5
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dataloader_num_workers: 6
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# Optimizer
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learning_rate: !!float 1e-6
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mllm_lr: !!float 3e-7
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mllm_projector_lr: !!float 1e-7
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mllm_vision_lr: !!float 1e-7
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mllm_image_token_lr: !!float 1e-4
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scale_lr: false
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lr_scheduler: timm_cosine
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t_initial: 200000
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lr_min: 0
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cycle_decay: 0.5
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warmup_t: 500
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warmup_lr_init: 0
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warmup_prefix: true
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t_in_epochs: false
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# resume_from_checkpoint:
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use_8bit_adam: false
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adam_beta1: 0.9
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adam_beta2: 0.95
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adam_weight_decay: !!float 0.01
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adam_epsilon: !!float 1e-08
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max_grad_norm: 1
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gradient_checkpointing: true
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set_grads_to_none: true
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# Misc
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allow_tf32: false
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mixed_precision: 'bf16'
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ema_decay: 0.0
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repa_loss_weight: !!float 0.0
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repa_encoder: dinov2_vitl14_reg
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repa_batch_infer: true
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text_loss_weight: !!float 1.0
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train_diffusion: true
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train_mllm: true
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train_diffusion_context_refiner: true
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val:
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validation_steps: 200
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train_visualization_steps: 200
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logger:
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log_with: [wandb, tensorboard]
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# log_with: ~
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checkpointing_steps: 1000
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checkpoints_total_limit: ~
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cache_dir:
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resume_from_checkpoint: latest
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previous_stage_ckpt:
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exp/pytorch_model_fsdp.bin
ADDED
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version https://git-lfs.github.com/spec/v1
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oid sha256:a50591eb71539cf8dca17b85e1fa43f5a0494aae155de1b1e2c5b63eb089a2b6
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size 32211884086
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