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font-architect

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font-diffusion
contrastive-learning
font-generation
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dzungpham commited on
Commit
a6ad82e
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1 Parent(s): 6843c5e

Finish finetuning 5k steps phase 1 and 1k steps phase 2 start from pretrained weights

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Files changed (13) hide show
  1. finetuned-5P1-1P2/FontDiffuser_training_phase_2_config.yaml +70 -0
  2. finetuned-5P1-1P2/checkpoint_step_1000/content_encoder.safetensors +3 -0
  3. finetuned-5P1-1P2/checkpoint_step_1000/scr.safetensors +3 -0
  4. finetuned-5P1-1P2/checkpoint_step_1000/style_encoder.safetensors +3 -0
  5. finetuned-5P1-1P2/checkpoint_step_1000/unet.safetensors +3 -0
  6. finetuned-5P1-1P2/checkpoint_step_500/content_encoder.safetensors +3 -0
  7. finetuned-5P1-1P2/checkpoint_step_500/scr.safetensors +3 -0
  8. finetuned-5P1-1P2/checkpoint_step_500/style_encoder.safetensors +3 -0
  9. finetuned-5P1-1P2/checkpoint_step_500/unet.safetensors +3 -0
  10. finetuned-5P1-1P2/final/content_encoder.safetensors +3 -0
  11. finetuned-5P1-1P2/final/scr.safetensors +3 -0
  12. finetuned-5P1-1P2/final/style_encoder.safetensors +3 -0
  13. finetuned-5P1-1P2/final/unet.safetensors +3 -0
finetuned-5P1-1P2/FontDiffuser_training_phase_2_config.yaml ADDED
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+ adam_beta1: 0.9
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+ adam_beta2: 0.999
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+ adam_epsilon: 1.0e-08
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+ adam_weight_decay: 0.01
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+ algorithm_type: dpmsolver++
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+ beta_scheduler: scaled_linear
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+ channel_attn: true
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+ ckpt_interval: 500
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+ content_encoder_downsample_size: 3
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+ content_image_size: !!python/tuple
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+ - 96
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+ - 96
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+ content_start_channel: 64
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+ controlnet: false
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+ correcting_x0_fn: null
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+ data_root: my_dataset
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+ drop_prob: 0.1
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+ enable_style_transform: false
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+ experience_name: FontDiffuser_training_phase_2
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+ gradient_accumulation_steps: 2
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+ guidance_scale: 7.5
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+ guidance_type: classifier-free
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+ instructpix2pix: false
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+ learning_rate: 1.0e-05
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+ local_rank: 0
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+ log_interval: 50
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+ logging_dir: logs
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+ lr_scheduler: cosine
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+ lr_warmup_steps: 100
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+ max_grad_norm: 1.0
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+ max_train_steps: 1000
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+ method: multistep
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+ mixed_precision: 'no'
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+ mode: refinement
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+ model_type: noise
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+ nce_layers: 0,1,2,3
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+ num_inference_steps: 20
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+ num_neg: 6
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+ num_workers: 4
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+ offset_coefficient: 0.6
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+ order: 2
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+ output_dir: outputs/FontDiffuser/finetuned-5P1-1P2
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+ perceptual_coefficient: 0.06
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+ phase_1: false
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+ phase_1_ckpt_dir: outputs/FontDiffuser/finetuned-5P1/final
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+ phase_2: true
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+ report_to: wandb
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+ resolution: 96
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+ resume_from_checkpoint: null
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+ save_full_model: false
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+ sc_coefficient: 0.08
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+ scale_lr: false
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+ scr_ckpt_path: ckpt/scr_210000.pth
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+ scr_image_size: 96
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+ seed: 123
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+ skip_type: time_uniform
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+ style_image_size: !!python/tuple
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+ - 96
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+ - 96
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+ style_start_channel: 64
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+ t_end: null
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+ t_start: null
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+ temperature: 0.07
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+ train_batch_size: 8
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+ unet_channels: !!python/tuple
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+ - 64
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+ - 128
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+ - 256
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+ - 512
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+ val_interval: 100
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