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dzungpham
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font-architect

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font-diffusion
contrastive-learning
font-generation
character-synthesis
style-transfer
dpm-solver
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dzungpham commited on
Commit
1c804d3
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1 Parent(s): 14a6611

Finish training for 15k steps for phase 1 and 12.5k steps for phase 2

Browse files
Files changed (24) hide show
  1. phase1/FontDiffuser_training_phase_1_config.yaml +4 -4
  2. phase1/checkpoint_step_1375/content_encoder.safetensors +3 -0
  3. phase1/checkpoint_step_1375/style_encoder.safetensors +3 -0
  4. phase1/checkpoint_step_1375/training_state.pt +3 -0
  5. phase1/checkpoint_step_1375/unet.safetensors +3 -0
  6. phase1/checkpoint_step_2750/content_encoder.safetensors +3 -0
  7. phase1/checkpoint_step_2750/style_encoder.safetensors +3 -0
  8. phase1/checkpoint_step_2750/training_state.pt +3 -0
  9. phase1/checkpoint_step_2750/unet.safetensors +3 -0
  10. phase1/final/content_encoder.safetensors +3 -0
  11. phase1/final/style_encoder.safetensors +3 -0
  12. phase1/final/training_state.pt +3 -0
  13. phase1/final/unet.safetensors +3 -0
  14. phase2/FontDiffuser_training_phase_2_config.yaml +6 -6
  15. phase2/checkpoint_step_1250/content_encoder.safetensors +3 -0
  16. phase2/checkpoint_step_1250/scr.safetensors +3 -0
  17. phase2/checkpoint_step_1250/style_encoder.safetensors +3 -0
  18. phase2/checkpoint_step_1250/training_state.pt +3 -0
  19. phase2/checkpoint_step_1250/unet.safetensors +3 -0
  20. phase2/checkpoint_step_2500/content_encoder.safetensors +3 -0
  21. phase2/checkpoint_step_2500/scr.safetensors +3 -0
  22. phase2/checkpoint_step_2500/style_encoder.safetensors +3 -0
  23. phase2/checkpoint_step_2500/training_state.pt +3 -0
  24. phase2/checkpoint_step_2500/unet.safetensors +3 -0
phase1/FontDiffuser_training_phase_1_config.yaml CHANGED
@@ -5,7 +5,7 @@ adam_weight_decay: 0.01
5
  algorithm_type: dpmsolver++
6
  beta_scheduler: scaled_linear
7
  channel_attn: true
8
- ckpt_interval: 750
9
  content_encoder_downsample_size: 3
10
  content_image_size: !!python/tuple
11
  - 96
@@ -28,7 +28,7 @@ logging_dir: logs
28
  lr_scheduler: cosine
29
  lr_warmup_steps: 200
30
  max_grad_norm: 1.0
31
- max_train_steps: 3000
32
  method: multistep
33
  mixed_precision: fp16
34
  mode: refinement
@@ -42,7 +42,7 @@ order: 2
42
  output_dir: outputs/FontDiffuser/phase1
43
  perceptual_coefficient: 0.05
44
  phase_1: true
45
- phase_1_ckpt_dir: ckpt/phase1/final
46
  phase_2: false
47
  report_to: wandb
48
  resolution: 96
@@ -61,7 +61,7 @@ style_start_channel: 64
61
  t_end: null
62
  t_start: null
63
  temperature: 0.07
64
- train_batch_size: 16
65
  unet_channels: !!python/tuple
66
  - 64
67
  - 128
 
5
  algorithm_type: dpmsolver++
6
  beta_scheduler: scaled_linear
7
  channel_attn: true
8
+ ckpt_interval: 1375
9
  content_encoder_downsample_size: 3
10
  content_image_size: !!python/tuple
11
  - 96
 
28
  lr_scheduler: cosine
29
  lr_warmup_steps: 200
30
  max_grad_norm: 1.0
31
+ max_train_steps: 2750
32
  method: multistep
33
  mixed_precision: fp16
34
  mode: refinement
 
42
  output_dir: outputs/FontDiffuser/phase1
43
  perceptual_coefficient: 0.05
44
  phase_1: true
45
+ phase_1_ckpt_dir: ckpt/phase1/checkpoint_step_2250
46
  phase_2: false
47
  report_to: wandb
48
  resolution: 96
 
61
  t_end: null
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  t_start: null
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  temperature: 0.07
64
+ train_batch_size: 8
65
  unet_channels: !!python/tuple
66
  - 64
67
  - 128
phase1/checkpoint_step_1375/content_encoder.safetensors ADDED
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phase1/checkpoint_step_1375/style_encoder.safetensors ADDED
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phase1/checkpoint_step_2750/content_encoder.safetensors ADDED
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phase1/checkpoint_step_2750/style_encoder.safetensors ADDED
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phase1/final/content_encoder.safetensors ADDED
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phase1/final/style_encoder.safetensors ADDED
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phase2/FontDiffuser_training_phase_2_config.yaml CHANGED
@@ -5,7 +5,7 @@ adam_weight_decay: 0.01
5
  algorithm_type: dpmsolver++
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  beta_scheduler: scaled_linear
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  channel_attn: true
8
- ckpt_interval: 250
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  content_encoder_downsample_size: 3
10
  content_image_size: !!python/tuple
11
  - 96
@@ -28,7 +28,7 @@ logging_dir: logs
28
  lr_scheduler: cosine
29
  lr_warmup_steps: 100
30
  max_grad_norm: 1.0
31
- max_train_steps: 1000
32
  method: multistep
33
  mixed_precision: 'no'
34
  mode: refinement
@@ -40,17 +40,17 @@ num_workers: 4
40
  offset_coefficient: 0.6
41
  order: 2
42
  output_dir: outputs/FontDiffuser/phase2
43
- perceptual_coefficient: 0.06
44
  phase_1: false
45
- phase_1_ckpt_dir: ckpt/phase2/final
46
  phase_2: true
47
  report_to: wandb
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  resolution: 96
49
  resume_from_checkpoint: null
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  save_full_model: false
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- sc_coefficient: 0.06
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  scale_lr: false
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- scr_ckpt_path: ckpt/phase2/final/scr.safetensors
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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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  algorithm_type: dpmsolver++
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  beta_scheduler: scaled_linear
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  channel_attn: true
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+ ckpt_interval: 1250
9
  content_encoder_downsample_size: 3
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  content_image_size: !!python/tuple
11
  - 96
 
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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: 2500
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  method: multistep
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  mixed_precision: 'no'
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  mode: refinement
 
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  offset_coefficient: 0.6
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  order: 2
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  output_dir: outputs/FontDiffuser/phase2
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+ perceptual_coefficient: 0.08
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  phase_1: false
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+ phase_1_ckpt_dir: outputs/FontDiffuser/phase1/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: 0.1
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  scale_lr: false
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+ scr_ckpt_path: ckpt/phase1/checkpoint_step_2250/scr.safetensors
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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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