juliajoanna
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End of training
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- README.md +46 -0
- checkpoint-1000/optimizer.bin +3 -0
- checkpoint-1000/random_states_0.pkl +3 -0
- checkpoint-1000/scheduler.bin +3 -0
- checkpoint-1000/unet/config.json +68 -0
- checkpoint-1000/unet/diffusion_pytorch_model.safetensors +3 -0
- checkpoint-1000/unet_ema/config.json +75 -0
- checkpoint-1000/unet_ema/diffusion_pytorch_model.safetensors +3 -0
- checkpoint-10000/optimizer.bin +3 -0
- checkpoint-10000/random_states_0.pkl +3 -0
- checkpoint-10000/scheduler.bin +3 -0
- checkpoint-10000/unet/config.json +68 -0
- checkpoint-10000/unet/diffusion_pytorch_model.safetensors +3 -0
- checkpoint-10000/unet_ema/config.json +75 -0
- checkpoint-10000/unet_ema/diffusion_pytorch_model.safetensors +3 -0
- checkpoint-10500/optimizer.bin +3 -0
- checkpoint-10500/random_states_0.pkl +3 -0
- checkpoint-10500/scheduler.bin +3 -0
- checkpoint-10500/unet/config.json +68 -0
- checkpoint-10500/unet/diffusion_pytorch_model.safetensors +3 -0
- checkpoint-10500/unet_ema/config.json +75 -0
- checkpoint-10500/unet_ema/diffusion_pytorch_model.safetensors +3 -0
- checkpoint-11000/optimizer.bin +3 -0
- checkpoint-11000/random_states_0.pkl +3 -0
- checkpoint-11000/scheduler.bin +3 -0
- checkpoint-11000/unet/config.json +68 -0
- checkpoint-11000/unet/diffusion_pytorch_model.safetensors +3 -0
- checkpoint-11000/unet_ema/config.json +75 -0
- checkpoint-11000/unet_ema/diffusion_pytorch_model.safetensors +3 -0
- checkpoint-11500/optimizer.bin +3 -0
- checkpoint-11500/random_states_0.pkl +3 -0
- checkpoint-11500/scheduler.bin +3 -0
- checkpoint-11500/unet/config.json +68 -0
- checkpoint-11500/unet/diffusion_pytorch_model.safetensors +3 -0
- checkpoint-11500/unet_ema/config.json +75 -0
- checkpoint-11500/unet_ema/diffusion_pytorch_model.safetensors +3 -0
- checkpoint-12000/optimizer.bin +3 -0
- checkpoint-12000/random_states_0.pkl +3 -0
- checkpoint-12000/scheduler.bin +3 -0
- checkpoint-12000/unet/config.json +68 -0
- checkpoint-12000/unet/diffusion_pytorch_model.safetensors +3 -0
- checkpoint-12000/unet_ema/config.json +75 -0
- checkpoint-12000/unet_ema/diffusion_pytorch_model.safetensors +3 -0
- checkpoint-12500/optimizer.bin +3 -0
- checkpoint-12500/random_states_0.pkl +3 -0
- checkpoint-12500/scheduler.bin +3 -0
- checkpoint-12500/unet/config.json +68 -0
- checkpoint-12500/unet/diffusion_pytorch_model.safetensors +3 -0
- checkpoint-12500/unet_ema/config.json +75 -0
- checkpoint-12500/unet_ema/diffusion_pytorch_model.safetensors +3 -0
README.md
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---
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license: creativeml-openrail-m
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base_model: runwayml/stable-diffusion-v1-5
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datasets:
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- None
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tags:
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- stable-diffusion
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- stable-diffusion-diffusers
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- text-to-image
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- diffusers
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inference: true
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---
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# Text-to-image finetuning - juliajoanna/sd-runwayml-pororo-model
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This pipeline was finetuned from **runwayml/stable-diffusion-v1-5** on the **None** dataset. Below are some example images generated with the finetuned pipeline using the following prompts: ['Pororo is cooking']:
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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 = DiffusionPipeline.from_pretrained("juliajoanna/sd-runwayml-pororo-model", torch_dtype=torch.float16)
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prompt = "Pororo is cooking"
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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: 0
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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: 512
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* Mixed-precision: None
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checkpoint-1000/optimizer.bin
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checkpoint-1000/random_states_0.pkl
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checkpoint-1000/scheduler.bin
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checkpoint-1000/unet/config.json
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{
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"act_fn": "silu",
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"attention_type": "default",
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"block_out_channels": [
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"down_block_types": [
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"CrossAttnDownBlock2D",
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"layers_per_block": 2,
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"mid_block_scale_factor": 1,
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"mid_block_type": "UNetMidBlock2DCrossAttn",
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"norm_eps": 1e-05,
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"norm_num_groups": 32,
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"resnet_out_scale_factor": 1.0,
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"resnet_time_scale_shift": "default",
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"sample_size": 64,
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"transformer_layers_per_block": 1,
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"up_block_types": [
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"UpBlock2D",
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"CrossAttnUpBlock2D",
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"upcast_attention": false,
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"use_linear_projection": false
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}
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checkpoint-1000/unet/diffusion_pytorch_model.safetensors
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checkpoint-1000/unet_ema/config.json
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checkpoint-1000/unet_ema/diffusion_pytorch_model.safetensors
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checkpoint-10000/unet/config.json
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|
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|
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|
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|
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|
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|
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|
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"up_block_types": [
|
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"UpBlock2D",
|
62 |
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"CrossAttnUpBlock2D",
|
63 |
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"CrossAttnUpBlock2D",
|
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"CrossAttnUpBlock2D"
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|
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|
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"use_linear_projection": false
|
68 |
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}
|
checkpoint-12500/unet/diffusion_pytorch_model.safetensors
ADDED
@@ -0,0 +1,3 @@
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|
|
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|
1 |
+
version https://git-lfs.github.com/spec/v1
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oid sha256:f6973e5cad30fb44357c474e9b2cef94c3d17923cdacb3b701fee54544e12ae3
|
3 |
+
size 3438167536
|
checkpoint-12500/unet_ema/config.json
ADDED
@@ -0,0 +1,75 @@
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|
1 |
+
{
|
2 |
+
"_class_name": "UNet2DConditionModel",
|
3 |
+
"_diffusers_version": "0.22.0.dev0",
|
4 |
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"_name_or_path": "runwayml/stable-diffusion-v1-5",
|
5 |
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"act_fn": "silu",
|
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|
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|
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|
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|
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|
12 |
+
320,
|
13 |
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640,
|
14 |
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|
15 |
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1280
|
16 |
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|
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|
18 |
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|
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|
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|
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|
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|
23 |
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|
24 |
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"decay": 0.9999,
|
25 |
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"down_block_types": [
|
26 |
+
"CrossAttnDownBlock2D",
|
27 |
+
"CrossAttnDownBlock2D",
|
28 |
+
"CrossAttnDownBlock2D",
|
29 |
+
"DownBlock2D"
|
30 |
+
],
|
31 |
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"downsample_padding": 1,
|
32 |
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"dropout": 0.0,
|
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"dual_cross_attention": false,
|
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|
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|
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"flip_sin_to_cos": true,
|
37 |
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"freq_shift": 0,
|
38 |
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"in_channels": 4,
|
39 |
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"inv_gamma": 1.0,
|
40 |
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"layers_per_block": 2,
|
41 |
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"mid_block_only_cross_attention": null,
|
42 |
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"mid_block_scale_factor": 1,
|
43 |
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"mid_block_type": "UNetMidBlock2DCrossAttn",
|
44 |
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"min_decay": 0.0,
|
45 |
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"norm_eps": 1e-05,
|
46 |
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"norm_num_groups": 32,
|
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|
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|
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"only_cross_attention": false,
|
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"optimization_step": 12500,
|
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"out_channels": 4,
|
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"power": 0.6666666666666666,
|
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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": "default",
|
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"reverse_transformer_layers_per_block": null,
|
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"sample_size": 64,
|
59 |
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"time_cond_proj_dim": null,
|
60 |
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"time_embedding_act_fn": null,
|
61 |
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"time_embedding_dim": null,
|
62 |
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"time_embedding_type": "positional",
|
63 |
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"timestep_post_act": null,
|
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"transformer_layers_per_block": 1,
|
65 |
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"up_block_types": [
|
66 |
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"UpBlock2D",
|
67 |
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"CrossAttnUpBlock2D",
|
68 |
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"CrossAttnUpBlock2D",
|
69 |
+
"CrossAttnUpBlock2D"
|
70 |
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],
|
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"upcast_attention": false,
|
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"update_after_step": 0,
|
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"use_ema_warmup": false,
|
74 |
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"use_linear_projection": false
|
75 |
+
}
|
checkpoint-12500/unet_ema/diffusion_pytorch_model.safetensors
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
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oid sha256:dcb2815e277ea7f10acb424c76341e354706837961b88340c986e7bfe8409a39
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size 3438167536
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