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  1. cldm_v15.yaml +79 -0
  2. cldm_v21.yaml +85 -0
  3. control_v11e_sd15_ip2p.yaml +79 -0
  4. control_v11e_sd15_ip2p_fp16.safetensors +3 -0
  5. control_v11e_sd15_ip2p_fp16.yaml +79 -0
  6. control_v11e_sd15_shuffle.yaml +80 -0
  7. control_v11e_sd15_shuffle_fp16.safetensors +3 -0
  8. control_v11e_sd15_shuffle_fp16.yaml +80 -0
  9. control_v11f1p_sd15_depth.yaml +79 -0
  10. control_v11p_sd15_canny.yaml +79 -0
  11. control_v11p_sd15_canny_fp16.safetensors +3 -0
  12. control_v11p_sd15_canny_fp16.yaml +79 -0
  13. control_v11p_sd15_depth_fp16.safetensors +3 -0
  14. control_v11p_sd15_depth_fp16.yaml +79 -0
  15. control_v11p_sd15_inpaint.yaml +79 -0
  16. control_v11p_sd15_inpaint_fp16.safetensors +3 -0
  17. control_v11p_sd15_inpaint_fp16.yaml +79 -0
  18. control_v11p_sd15_lineart.yaml +79 -0
  19. control_v11p_sd15_lineart_fp16.safetensors +3 -0
  20. control_v11p_sd15_lineart_fp16.yaml +79 -0
  21. control_v11p_sd15_mlsd.yaml +79 -0
  22. control_v11p_sd15_mlsd_fp16.safetensors +3 -0
  23. control_v11p_sd15_mlsd_fp16.yaml +79 -0
  24. control_v11p_sd15_normalbae.yaml +79 -0
  25. control_v11p_sd15_normalbae_fp16.safetensors +3 -0
  26. control_v11p_sd15_normalbae_fp16.yaml +79 -0
  27. control_v11p_sd15_openpose.yaml +79 -0
  28. control_v11p_sd15_openpose_fp16.safetensors +3 -0
  29. control_v11p_sd15_openpose_fp16.yaml +79 -0
  30. control_v11p_sd15_scribble.yaml +79 -0
  31. control_v11p_sd15_scribble_fp16.safetensors +3 -0
  32. control_v11p_sd15_scribble_fp16.yaml +79 -0
  33. control_v11p_sd15_seg.yaml +79 -0
  34. control_v11p_sd15_seg_fp16.safetensors +3 -0
  35. control_v11p_sd15_seg_fp16.yaml +79 -0
  36. control_v11p_sd15_softedge.yaml +79 -0
  37. control_v11p_sd15_softedge_fp16.safetensors +3 -0
  38. control_v11p_sd15_softedge_fp16.yaml +79 -0
  39. control_v11p_sd15s2_lineart_anime.yaml +79 -0
  40. control_v11p_sd15s2_lineart_anime_fp16.safetensors +3 -0
  41. control_v11p_sd15s2_lineart_anime_fp16.yaml +79 -0
  42. control_v11u_sd15_tile.yaml +79 -0
  43. control_v11u_sd15_tile_fp16.safetensors +3 -0
  44. control_v11u_sd15_tile_fp16.yaml +79 -0
  45. image_adapter_v14.yaml +9 -0
  46. sketch_adapter_v14.yaml +9 -0
  47. t2iadapter_canny_sd14v1.pth +3 -0
  48. t2iadapter_canny_sd14v1.yaml +9 -0
  49. t2iadapter_canny_sd15v2.yaml +9 -0
  50. t2iadapter_color_sd14v1.pth +3 -0
cldm_v15.yaml ADDED
@@ -0,0 +1,79 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ model:
2
+ target: cldm.cldm.ControlLDM
3
+ params:
4
+ linear_start: 0.00085
5
+ linear_end: 0.0120
6
+ num_timesteps_cond: 1
7
+ log_every_t: 200
8
+ timesteps: 1000
9
+ first_stage_key: "jpg"
10
+ cond_stage_key: "txt"
11
+ control_key: "hint"
12
+ image_size: 64
13
+ channels: 4
14
+ cond_stage_trainable: false
15
+ conditioning_key: crossattn
16
+ monitor: val/loss_simple_ema
17
+ scale_factor: 0.18215
18
+ use_ema: False
19
+ only_mid_control: False
20
+
21
+ control_stage_config:
22
+ target: cldm.cldm.ControlNet
23
+ params:
24
+ image_size: 32 # unused
25
+ in_channels: 4
26
+ hint_channels: 3
27
+ model_channels: 320
28
+ attention_resolutions: [ 4, 2, 1 ]
29
+ num_res_blocks: 2
30
+ channel_mult: [ 1, 2, 4, 4 ]
31
+ num_heads: 8
32
+ use_spatial_transformer: True
33
+ transformer_depth: 1
34
+ context_dim: 768
35
+ use_checkpoint: True
36
+ legacy: False
37
+
38
+ unet_config:
39
+ target: cldm.cldm.ControlledUnetModel
40
+ params:
41
+ image_size: 32 # unused
42
+ in_channels: 4
43
+ out_channels: 4
44
+ model_channels: 320
45
+ attention_resolutions: [ 4, 2, 1 ]
46
+ num_res_blocks: 2
47
+ channel_mult: [ 1, 2, 4, 4 ]
48
+ num_heads: 8
49
+ use_spatial_transformer: True
50
+ transformer_depth: 1
51
+ context_dim: 768
52
+ use_checkpoint: True
53
+ legacy: False
54
+
55
+ first_stage_config:
56
+ target: ldm.models.autoencoder.AutoencoderKL
57
+ params:
58
+ embed_dim: 4
59
+ monitor: val/rec_loss
60
+ ddconfig:
61
+ double_z: true
62
+ z_channels: 4
63
+ resolution: 256
64
+ in_channels: 3
65
+ out_ch: 3
66
+ ch: 128
67
+ ch_mult:
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+ - 1
69
+ - 2
70
+ - 4
71
+ - 4
72
+ num_res_blocks: 2
73
+ attn_resolutions: []
74
+ dropout: 0.0
75
+ lossconfig:
76
+ target: torch.nn.Identity
77
+
78
+ cond_stage_config:
79
+ target: ldm.modules.encoders.modules.FrozenCLIPEmbedder
cldm_v21.yaml ADDED
@@ -0,0 +1,85 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ model:
2
+ target: cldm.cldm.ControlLDM
3
+ params:
4
+ linear_start: 0.00085
5
+ linear_end: 0.0120
6
+ num_timesteps_cond: 1
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+ log_every_t: 200
8
+ timesteps: 1000
9
+ first_stage_key: "jpg"
10
+ cond_stage_key: "txt"
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+ control_key: "hint"
12
+ image_size: 64
13
+ channels: 4
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+ cond_stage_trainable: false
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+ conditioning_key: crossattn
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+ monitor: val/loss_simple_ema
17
+ scale_factor: 0.18215
18
+ use_ema: False
19
+ only_mid_control: False
20
+
21
+ control_stage_config:
22
+ target: cldm.cldm.ControlNet
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+ params:
24
+ use_checkpoint: True
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+ image_size: 32 # unused
26
+ in_channels: 4
27
+ hint_channels: 3
28
+ model_channels: 320
29
+ attention_resolutions: [ 4, 2, 1 ]
30
+ num_res_blocks: 2
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+ channel_mult: [ 1, 2, 4, 4 ]
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+ num_head_channels: 64 # need to fix for flash-attn
33
+ use_spatial_transformer: True
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+ use_linear_in_transformer: True
35
+ transformer_depth: 1
36
+ context_dim: 1024
37
+ legacy: False
38
+
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+ unet_config:
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+ target: cldm.cldm.ControlledUnetModel
41
+ params:
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+ use_checkpoint: True
43
+ image_size: 32 # unused
44
+ in_channels: 4
45
+ out_channels: 4
46
+ model_channels: 320
47
+ attention_resolutions: [ 4, 2, 1 ]
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+ num_res_blocks: 2
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+ channel_mult: [ 1, 2, 4, 4 ]
50
+ num_head_channels: 64 # need to fix for flash-attn
51
+ use_spatial_transformer: True
52
+ use_linear_in_transformer: True
53
+ transformer_depth: 1
54
+ context_dim: 1024
55
+ legacy: False
56
+
57
+ first_stage_config:
58
+ target: ldm.models.autoencoder.AutoencoderKL
59
+ params:
60
+ embed_dim: 4
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+ monitor: val/rec_loss
62
+ ddconfig:
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+ #attn_type: "vanilla-xformers"
64
+ double_z: true
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+ z_channels: 4
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+ resolution: 256
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+ in_channels: 3
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+ out_ch: 3
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+ ch: 128
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+ ch_mult:
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+ - 1
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+ - 2
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+ - 4
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+ - 4
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+ num_res_blocks: 2
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+ attn_resolutions: []
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+ dropout: 0.0
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+ lossconfig:
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+ target: torch.nn.Identity
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+
81
+ cond_stage_config:
82
+ target: ldm.modules.encoders.modules.FrozenOpenCLIPEmbedder
83
+ params:
84
+ freeze: True
85
+ layer: "penultimate"
control_v11e_sd15_ip2p.yaml ADDED
@@ -0,0 +1,79 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ model:
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+ target: cldm.cldm.ControlLDM
3
+ params:
4
+ linear_start: 0.00085
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+ linear_end: 0.0120
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+ num_timesteps_cond: 1
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+ log_every_t: 200
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+ timesteps: 1000
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+ first_stage_key: "jpg"
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+ cond_stage_key: "txt"
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+ control_key: "hint"
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+ image_size: 64
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+ channels: 4
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+ cond_stage_trainable: false
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+ conditioning_key: crossattn
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+ monitor: val/loss_simple_ema
17
+ scale_factor: 0.18215
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+ use_ema: False
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+ only_mid_control: False
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+
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+ control_stage_config:
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+ target: cldm.cldm.ControlNet
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+ params:
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+ image_size: 32 # unused
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+ in_channels: 4
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+ hint_channels: 3
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+ model_channels: 320
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+ attention_resolutions: [ 4, 2, 1 ]
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+ num_res_blocks: 2
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+ channel_mult: [ 1, 2, 4, 4 ]
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+ num_heads: 8
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+ use_spatial_transformer: True
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+ transformer_depth: 1
34
+ context_dim: 768
35
+ use_checkpoint: True
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+ legacy: False
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+
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+ unet_config:
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+ target: cldm.cldm.ControlledUnetModel
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+ params:
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+ image_size: 32 # unused
42
+ in_channels: 4
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+ out_channels: 4
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+ model_channels: 320
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+ attention_resolutions: [ 4, 2, 1 ]
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+ num_res_blocks: 2
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+ channel_mult: [ 1, 2, 4, 4 ]
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+ num_heads: 8
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+ use_spatial_transformer: True
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+ transformer_depth: 1
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+ context_dim: 768
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+ use_checkpoint: True
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+ legacy: False
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+
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+ first_stage_config:
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+ target: ldm.models.autoencoder.AutoencoderKL
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+ params:
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+ embed_dim: 4
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+ monitor: val/rec_loss
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+ ddconfig:
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+ double_z: true
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+ z_channels: 4
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+ resolution: 256
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+ in_channels: 3
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+ out_ch: 3
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+ ch: 128
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+ ch_mult:
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+ - 1
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+ - 2
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+ - 4
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+ - 4
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+ num_res_blocks: 2
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+ attn_resolutions: []
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+ dropout: 0.0
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+ lossconfig:
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+ target: torch.nn.Identity
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+
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+ cond_stage_config:
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+ target: ldm.modules.encoders.modules.FrozenCLIPEmbedder
control_v11e_sd15_ip2p_fp16.safetensors ADDED
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+ version https://git-lfs.github.com/spec/v1
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+ size 722601100
control_v11e_sd15_ip2p_fp16.yaml ADDED
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+ model:
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+ target: cldm.cldm.ControlLDM
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+ params:
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+ linear_start: 0.00085
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+ linear_end: 0.0120
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+ num_timesteps_cond: 1
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+ log_every_t: 200
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+ timesteps: 1000
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+ first_stage_key: "jpg"
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+ cond_stage_key: "txt"
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+ control_key: "hint"
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+ image_size: 64
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+ channels: 4
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+ cond_stage_trainable: false
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+ conditioning_key: crossattn
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+ monitor: val/loss_simple_ema
17
+ scale_factor: 0.18215
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+ use_ema: False
19
+ only_mid_control: False
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+
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+ control_stage_config:
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+ target: cldm.cldm.ControlNet
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+ params:
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+ image_size: 32 # unused
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+ in_channels: 4
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+ hint_channels: 3
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+ model_channels: 320
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+ attention_resolutions: [ 4, 2, 1 ]
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+ num_res_blocks: 2
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+ channel_mult: [ 1, 2, 4, 4 ]
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+ num_heads: 8
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+ use_spatial_transformer: True
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+ transformer_depth: 1
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+ context_dim: 768
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+ use_checkpoint: True
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+ legacy: False
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+
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+ unet_config:
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+ target: cldm.cldm.ControlledUnetModel
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+ params:
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+ image_size: 32 # unused
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+ in_channels: 4
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+ out_channels: 4
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+ model_channels: 320
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+ attention_resolutions: [ 4, 2, 1 ]
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+ num_res_blocks: 2
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+ channel_mult: [ 1, 2, 4, 4 ]
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+ num_heads: 8
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+ use_spatial_transformer: True
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+ transformer_depth: 1
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+ context_dim: 768
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+ use_checkpoint: True
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+ legacy: False
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+
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+ first_stage_config:
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+ target: ldm.models.autoencoder.AutoencoderKL
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+ params:
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+ embed_dim: 4
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+ monitor: val/rec_loss
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+ ddconfig:
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+ double_z: true
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+ z_channels: 4
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+ resolution: 256
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+ in_channels: 3
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+ out_ch: 3
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+ ch: 128
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+ ch_mult:
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+ - 2
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+ - 4
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+ - 4
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+ num_res_blocks: 2
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+ attn_resolutions: []
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+ dropout: 0.0
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+ lossconfig:
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+ target: torch.nn.Identity
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+
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+ cond_stage_config:
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+ target: ldm.modules.encoders.modules.FrozenCLIPEmbedder
control_v11e_sd15_shuffle.yaml ADDED
@@ -0,0 +1,80 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ model:
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+ target: cldm.cldm.ControlLDM
3
+ params:
4
+ linear_start: 0.00085
5
+ linear_end: 0.0120
6
+ num_timesteps_cond: 1
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+ log_every_t: 200
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+ timesteps: 1000
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+ first_stage_key: "jpg"
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+ cond_stage_key: "txt"
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+ control_key: "hint"
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+ image_size: 64
13
+ channels: 4
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+ cond_stage_trainable: false
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+ conditioning_key: crossattn
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+ monitor: val/loss_simple_ema
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+ scale_factor: 0.18215
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+ use_ema: False
19
+ only_mid_control: False
20
+ global_average_pooling: True
21
+
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+ control_stage_config:
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+ target: cldm.cldm.ControlNet
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+ params:
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+ image_size: 32 # unused
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+ in_channels: 4
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+ hint_channels: 3
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+ model_channels: 320
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+ attention_resolutions: [ 4, 2, 1 ]
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+ num_res_blocks: 2
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+ channel_mult: [ 1, 2, 4, 4 ]
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+ num_heads: 8
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+ use_spatial_transformer: True
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+ transformer_depth: 1
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+ context_dim: 768
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+ use_checkpoint: True
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+ legacy: False
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+
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+ unet_config:
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+ target: cldm.cldm.ControlledUnetModel
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+ params:
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+ image_size: 32 # unused
43
+ in_channels: 4
44
+ out_channels: 4
45
+ model_channels: 320
46
+ attention_resolutions: [ 4, 2, 1 ]
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+ num_res_blocks: 2
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+ channel_mult: [ 1, 2, 4, 4 ]
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+ num_heads: 8
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+ use_spatial_transformer: True
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+ transformer_depth: 1
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+ context_dim: 768
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+ use_checkpoint: True
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+ legacy: False
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+
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+ first_stage_config:
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+ target: ldm.models.autoencoder.AutoencoderKL
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+ params:
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+ embed_dim: 4
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+ monitor: val/rec_loss
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+ ddconfig:
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+ double_z: true
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+ z_channels: 4
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+ resolution: 256
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+ in_channels: 3
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+ out_ch: 3
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+ ch: 128
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+ - 4
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+ - 4
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+ num_res_blocks: 2
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+ attn_resolutions: []
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+ dropout: 0.0
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+ lossconfig:
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+ target: torch.nn.Identity
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+
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+ cond_stage_config:
80
+ target: ldm.modules.encoders.modules.FrozenCLIPEmbedder
control_v11e_sd15_shuffle_fp16.safetensors ADDED
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+ version https://git-lfs.github.com/spec/v1
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+ oid sha256:8cc77ae071888abefd6e80bafce3d2574f9f6f8aac7ab205db98fb12a53c1132
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+ size 722601100
control_v11e_sd15_shuffle_fp16.yaml ADDED
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+ model:
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+ target: cldm.cldm.ControlLDM
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+ params:
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+ linear_start: 0.00085
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+ linear_end: 0.0120
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+ num_timesteps_cond: 1
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+ log_every_t: 200
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+ timesteps: 1000
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+ first_stage_key: "jpg"
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+ cond_stage_key: "txt"
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+ control_key: "hint"
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+ image_size: 64
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+ channels: 4
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+ conditioning_key: crossattn
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+ monitor: val/loss_simple_ema
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+ scale_factor: 0.18215
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+ use_ema: False
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+ only_mid_control: False
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+ global_average_pooling: True
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+
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+ control_stage_config:
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+ target: cldm.cldm.ControlNet
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+ params:
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+ image_size: 32 # unused
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+ in_channels: 4
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+ hint_channels: 3
28
+ model_channels: 320
29
+ attention_resolutions: [ 4, 2, 1 ]
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+ num_res_blocks: 2
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+ channel_mult: [ 1, 2, 4, 4 ]
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+ num_heads: 8
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+ use_spatial_transformer: True
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+ transformer_depth: 1
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+ context_dim: 768
36
+ use_checkpoint: True
37
+ legacy: False
38
+
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+ unet_config:
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+ target: cldm.cldm.ControlledUnetModel
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+ params:
42
+ image_size: 32 # unused
43
+ in_channels: 4
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+ out_channels: 4
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+ model_channels: 320
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+ attention_resolutions: [ 4, 2, 1 ]
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+ num_res_blocks: 2
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+ channel_mult: [ 1, 2, 4, 4 ]
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+ num_heads: 8
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+ use_spatial_transformer: True
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+ transformer_depth: 1
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+ context_dim: 768
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+ use_checkpoint: True
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+ legacy: False
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+
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+ first_stage_config:
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+ target: ldm.models.autoencoder.AutoencoderKL
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+ params:
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+ embed_dim: 4
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+ monitor: val/rec_loss
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+ ddconfig:
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+ double_z: true
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+ z_channels: 4
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+ resolution: 256
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+ in_channels: 3
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+ out_ch: 3
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+ ch: 128
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+ ch_mult:
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+ - 4
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+ - 4
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+ num_res_blocks: 2
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+ attn_resolutions: []
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+ dropout: 0.0
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+ lossconfig:
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+ target: torch.nn.Identity
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+
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+ cond_stage_config:
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+ target: ldm.modules.encoders.modules.FrozenCLIPEmbedder
control_v11f1p_sd15_depth.yaml ADDED
@@ -0,0 +1,79 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ model:
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control_v11p_sd15_mlsd.yaml ADDED
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control_v11p_sd15_openpose.yaml ADDED
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