aditya11997
commited on
Commit
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Parent(s):
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End of training
Browse files- README.md +48 -0
- checkpoint-14000/optimizer.bin +3 -0
- checkpoint-14000/random_states_0.pkl +3 -0
- checkpoint-14000/scaler.pt +3 -0
- checkpoint-14000/scheduler.bin +3 -0
- checkpoint-14000/unet/config.json +68 -0
- checkpoint-14000/unet/diffusion_pytorch_model.safetensors +3 -0
- checkpoint-14500/optimizer.bin +3 -0
- checkpoint-14500/random_states_0.pkl +3 -0
- checkpoint-14500/scaler.pt +3 -0
- checkpoint-14500/scheduler.bin +3 -0
- checkpoint-14500/unet/config.json +68 -0
- checkpoint-14500/unet/diffusion_pytorch_model.safetensors +3 -0
- checkpoint-15000/optimizer.bin +3 -0
- checkpoint-15000/random_states_0.pkl +3 -0
- checkpoint-15000/scaler.pt +3 -0
- checkpoint-15000/scheduler.bin +3 -0
- checkpoint-15000/unet/config.json +68 -0
- checkpoint-15000/unet/diffusion_pytorch_model.safetensors +3 -0
- logs/text2image-fine-tune/1709670384.7346168/events.out.tfevents.1709670384.9a0a6aa6c700.22134.1 +3 -0
- logs/text2image-fine-tune/1709670384.7363515/hparams.yml +42 -0
- logs/text2image-fine-tune/events.out.tfevents.1709670384.9a0a6aa6c700.22134.0 +3 -0
- model_index.json +16 -0
- movq/config.json +37 -0
- movq/diffusion_pytorch_model.safetensors +3 -0
- scheduler/scheduler_config.json +20 -0
- unet/config.json +68 -0
- unet/diffusion_pytorch_model.safetensors +3 -0
- val_imgs_grid.png +0 -0
README.md
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---
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license: creativeml-openrail-m
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base_model: kandinsky-community/kandinsky-2-2-decoder
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datasets:
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- kbharat7/DogChestXrayDatasetNew
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prior:
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- kandinsky-community/kandinsky-2-2-prior
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tags:
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- kandinsky
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- text-to-image
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- diffusers
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- diffusers-training
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inference: true
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---
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# Finetuning - aditya11997/kandi2-decoder-3.2
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This pipeline was finetuned from **kandinsky-community/kandinsky-2-2-decoder** on the **kbharat7/DogChestXrayDatasetNew** dataset. Below are some example images generated with the finetuned pipeline using the following prompts: ['photo of dogxraysmall']:
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![val_imgs_grid](./val_imgs_grid.png)
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## Pipeline usage
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You can use the pipeline like so:
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```python
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from diffusers import DiffusionPipeline
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import torch
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pipeline = AutoPipelineForText2Image.from_pretrained("aditya11997/kandi2-decoder-3.2", torch_dtype=torch.float16)
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prompt = "photo of dogxraysmall"
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image = pipeline(prompt).images[0]
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image.save("my_image.png")
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```
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## Training info
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These are the key hyperparameters used during training:
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* Epochs: 43
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* Learning rate: 1e-05
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* Batch size: 1
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* Gradient accumulation steps: 4
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* Image resolution: 768
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* Mixed-precision: None
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checkpoint-14000/optimizer.bin
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size 10025086606
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checkpoint-14000/random_states_0.pkl
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checkpoint-14000/scaler.pt
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checkpoint-14000/scheduler.bin
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checkpoint-14000/unet/config.json
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{
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"_class_name": "UNet2DConditionModel",
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"_diffusers_version": "0.27.0.dev0",
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"_name_or_path": "kandinsky-community/kandinsky-2-2-decoder",
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"act_fn": "silu",
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"addition_embed_type": "image",
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"addition_embed_type_num_heads": 64,
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"addition_time_embed_dim": null,
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"attention_head_dim": 64,
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"attention_type": "default",
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"block_out_channels": [
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384,
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768,
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1152,
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1536
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],
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"center_input_sample": false,
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"class_embed_type": null,
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"class_embeddings_concat": false,
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"conv_in_kernel": 3,
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"conv_out_kernel": 3,
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"cross_attention_dim": 768,
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"cross_attention_norm": null,
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"down_block_types": [
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"ResnetDownsampleBlock2D",
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"SimpleCrossAttnDownBlock2D",
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"SimpleCrossAttnDownBlock2D",
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"SimpleCrossAttnDownBlock2D"
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],
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"downsample_padding": 1,
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"dropout": 0.0,
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"dual_cross_attention": false,
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"encoder_hid_dim": 1280,
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"encoder_hid_dim_type": "image_proj",
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"flip_sin_to_cos": true,
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"freq_shift": 0,
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"in_channels": 4,
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"layers_per_block": 3,
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"mid_block_only_cross_attention": null,
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"mid_block_scale_factor": 1,
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"mid_block_type": "UNetMidBlock2DSimpleCrossAttn",
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"norm_eps": 1e-05,
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"norm_num_groups": 32,
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"num_attention_heads": null,
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"num_class_embeds": null,
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"only_cross_attention": false,
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"out_channels": 8,
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"projection_class_embeddings_input_dim": null,
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"resnet_out_scale_factor": 1.0,
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"resnet_skip_time_act": false,
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"resnet_time_scale_shift": "scale_shift",
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"reverse_transformer_layers_per_block": null,
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"sample_size": 64,
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"time_cond_proj_dim": null,
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"time_embedding_act_fn": null,
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"time_embedding_dim": null,
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"time_embedding_type": "positional",
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"timestep_post_act": null,
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"transformer_layers_per_block": 1,
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"up_block_types": [
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"SimpleCrossAttnUpBlock2D",
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"SimpleCrossAttnUpBlock2D",
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"SimpleCrossAttnUpBlock2D",
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"ResnetUpsampleBlock2D"
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],
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"upcast_attention": false,
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"use_linear_projection": false
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}
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checkpoint-14000/unet/diffusion_pytorch_model.safetensors
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checkpoint-14500/optimizer.bin
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checkpoint-14500/random_states_0.pkl
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checkpoint-14500/scaler.pt
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checkpoint-14500/scheduler.bin
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checkpoint-14500/unet/config.json
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{
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"_class_name": "UNet2DConditionModel",
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"_diffusers_version": "0.27.0.dev0",
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"_name_or_path": "kandinsky-community/kandinsky-2-2-decoder",
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"act_fn": "silu",
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"addition_embed_type": "image",
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"addition_embed_type_num_heads": 64,
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"addition_time_embed_dim": null,
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"attention_head_dim": 64,
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"attention_type": "default",
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"class_embeddings_concat": false,
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"conv_in_kernel": 3,
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"conv_out_kernel": 3,
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"cross_attention_dim": 768,
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"cross_attention_norm": null,
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"down_block_types": [
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"ResnetDownsampleBlock2D",
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"SimpleCrossAttnDownBlock2D",
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"SimpleCrossAttnDownBlock2D",
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"SimpleCrossAttnDownBlock2D"
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],
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"downsample_padding": 1,
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"dropout": 0.0,
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"dual_cross_attention": false,
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"encoder_hid_dim": 1280,
|
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"encoder_hid_dim_type": "image_proj",
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"flip_sin_to_cos": true,
|
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"freq_shift": 0,
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"in_channels": 4,
|
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"layers_per_block": 3,
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"mid_block_only_cross_attention": null,
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"mid_block_scale_factor": 1,
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"mid_block_type": "UNetMidBlock2DSimpleCrossAttn",
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"norm_eps": 1e-05,
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"resnet_out_scale_factor": 1.0,
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"resnet_skip_time_act": false,
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"resnet_time_scale_shift": "scale_shift",
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"reverse_transformer_layers_per_block": null,
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"sample_size": 64,
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"time_embedding_act_fn": null,
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"time_embedding_dim": null,
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"time_embedding_type": "positional",
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"timestep_post_act": null,
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"transformer_layers_per_block": 1,
|
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"up_block_types": [
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"SimpleCrossAttnUpBlock2D",
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"SimpleCrossAttnUpBlock2D",
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"SimpleCrossAttnUpBlock2D",
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"ResnetUpsampleBlock2D"
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],
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"upcast_attention": false,
|
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"use_linear_projection": false
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}
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checkpoint-14500/unet/diffusion_pytorch_model.safetensors
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checkpoint-15000/random_states_0.pkl
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checkpoint-15000/scaler.pt
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checkpoint-15000/scheduler.bin
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checkpoint-15000/unet/config.json
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