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ncsnpp-celebahq-256

Unconditional Image Generation
Diffusers
PyTorch
ScoreSdeVePipeline
Model card Files Community
2
patrickvonplaten commited on
Commit
5e0ffdc
•
1 Parent(s): eb53667

update config

Browse files
Files changed (3) hide show
  1. config.json +34 -34
  2. diffusion_model.pt → diffusion_pytorch_model.bin +1 -1
  3. scheduler_config.json +8 -0
config.json CHANGED
@@ -1,15 +1,15 @@
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  {
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- "_class_name": "UNetUnconditionalModel",
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  "_diffusers_version": "0.0.4",
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- "attention_resolutions": [
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- 8,
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- 4,
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- 2
8
- ],
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- "attn_resolutions": [
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- 16
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- ],
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  "block_channels": [
 
 
 
 
 
 
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  128,
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  128,
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  256,
@@ -19,40 +19,40 @@
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  256
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  ],
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  "center_input_sample": true,
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- "conv_resample": true,
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- "ddpm": false,
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  "down_blocks": [
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- "UNetResSkipDownBlock2D",
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- "UNetResSkipDownBlock2D",
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- "UNetResSkipDownBlock2D",
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- "UNetResSkipDownBlock2D",
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- "UNetResAttnSkipDownBlock2D",
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- "UNetResSkipDownBlock2D",
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- "UNetResSkipDownBlock2D"
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  ],
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  "downsample_padding": 1,
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  "downscale_freq_shift": 0,
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- "dropout": 0.0,
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  "flip_sin_to_cos": true,
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- "image_size": 256,
 
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  "in_channels": 3,
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- "ldm": false,
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  "mid_block_scale_factor": 1.41421356237,
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- "name_or_path": "fusing/celebahq_256-ncsnpp-ve",
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- "num_head_channels": null,
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- "num_res_blocks": 2,
 
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  "out_channels": 3,
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- "resnet_eps": 1e-06,
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- "resnet_num_groups": null,
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- "sde": false,
 
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  "time_embedding_type": "fourier",
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  "up_blocks": [
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- "UNetResSkipUpBlock2D",
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- "UNetResSkipUpBlock2D",
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- "UNetResAttnSkipUpBlock2D",
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- "UNetResSkipUpBlock2D",
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- "UNetResSkipUpBlock2D",
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- "UNetResSkipUpBlock2D",
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- "UNetResSkipUpBlock2D"
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  ]
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  }
 
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  {
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+ "_class_name": "UNet2DModel",
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  "_diffusers_version": "0.0.4",
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+ "act_fn": "silu",
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+ "attention_head_dim": null,
 
 
 
 
 
 
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  "block_channels": [
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+ 224,
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+ 448,
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+ 672,
10
+ 896
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+ ],
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+ "block_out_channels": [
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  128,
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  128,
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  256,
 
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  256
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  ],
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  "center_input_sample": true,
 
 
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  "down_blocks": [
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+ "SkipDownBlock2D",
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+ "SkipDownBlock2D",
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+ "SkipDownBlock2D",
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+ "SkipDownBlock2D",
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+ "AttnSkipDownBlock2D",
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+ "SkipDownBlock2D",
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+ "SkipDownBlock2D"
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  ],
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  "downsample_padding": 1,
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  "downscale_freq_shift": 0,
 
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  "flip_sin_to_cos": true,
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+ "freq_shift": 0,
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+ "image_size": null,
36
  "in_channels": 3,
37
+ "layers_per_block": 2,
38
  "mid_block_scale_factor": 1.41421356237,
39
+ "norm_eps": 1e-06,
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+ "norm_num_groups": null,
41
+ "num_head_channels": 32,
42
+ "num_res_blocks": null,
43
  "out_channels": 3,
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+ "resnet_act_fn": "silu",
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+ "resnet_eps": 1e-05,
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+ "resnet_num_groups": 32,
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+ "sample_size": 256,
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  "time_embedding_type": "fourier",
49
  "up_blocks": [
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+ "SkipUpBlock2D",
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+ "SkipUpBlock2D",
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+ "AttnSkipUpBlock2D",
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+ "SkipUpBlock2D",
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+ "SkipUpBlock2D",
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+ "SkipUpBlock2D",
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+ "SkipUpBlock2D"
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  ]
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  }
diffusion_model.pt → diffusion_pytorch_model.bin RENAMED
@@ -1,3 +1,3 @@
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  version https://git-lfs.github.com/spec/v1
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- oid sha256:15c930d6831958fe22dff5a8d0704b64f6553fe98836f4e4cfc4dfc2196caac2
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  size 262534071
 
1
  version https://git-lfs.github.com/spec/v1
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+ oid sha256:74ef99631908256e592f05d3e71da8048bd28fc1e86e8e01f6f35798f2d6a285
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  size 262534071
scheduler_config.json ADDED
@@ -0,0 +1,8 @@
 
 
 
 
 
 
 
 
 
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+ {
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+ "_class_name": "VeSdeScheduler",
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+ "_diffusers_version": "0.0.4",
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+ "sampling_eps": 1e-05,
5
+ "sigma_max": 380,
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+ "sigma_min": 0.01,
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+ "snr": 0.075
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+ }