Upload model
Browse files- .gitattributes +5 -0
- README.md +38 -0
- images/1girl, fantasy.jpg +3 -0
- images/1girl, steampunk.jpg +3 -0
- images/1girl, tokyo.jpg +3 -0
- images/1girl.jpg +3 -0
- images/thumbnail.jpg +3 -0
- model_index.json +33 -0
- niji-diffusion-xl-base-1.0.safetensors +3 -0
- scheduler/scheduler_config.json +18 -0
- text_encoder/config.json +25 -0
- text_encoder/model.safetensors +3 -0
- text_encoder_2/config.json +25 -0
- text_encoder_2/model.safetensors +3 -0
- tokenizer/merges.txt +0 -0
- tokenizer/special_tokens_map.json +24 -0
- tokenizer/tokenizer_config.json +33 -0
- tokenizer/vocab.json +0 -0
- tokenizer_2/merges.txt +0 -0
- tokenizer_2/special_tokens_map.json +24 -0
- tokenizer_2/tokenizer_config.json +33 -0
- tokenizer_2/vocab.json +0 -0
- unet/config.json +69 -0
- unet/diffusion_pytorch_model.safetensors +3 -0
- vae/config.json +30 -0
- vae/diffusion_pytorch_model.safetensors +3 -0
.gitattributes
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*.zip filter=lfs diff=lfs merge=lfs -text
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*.zst filter=lfs diff=lfs merge=lfs -text
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*tfevents* filter=lfs diff=lfs merge=lfs -text
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*.zip filter=lfs diff=lfs merge=lfs -text
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*.zst filter=lfs diff=lfs merge=lfs -text
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*tfevents* filter=lfs diff=lfs merge=lfs -text
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images/1girl,[[:space:]]fantasy.jpg filter=lfs diff=lfs merge=lfs -text
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images/1girl,[[:space:]]steampunk.jpg filter=lfs diff=lfs merge=lfs -text
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images/1girl,[[:space:]]tokyo.jpg filter=lfs diff=lfs merge=lfs -text
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images/1girl.jpg filter=lfs diff=lfs merge=lfs -text
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images/thumbnail.jpg filter=lfs diff=lfs merge=lfs -text
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README.md
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---
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license: openrail++
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tags:
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- text-to-image
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- stable-diffusion
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datasets:
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- p1atdev/niji-v5
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---
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# モデルの説明
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アニメ調に寄せた「[SDXL(stable-diffusion-xl-base-1.0)](https://huggingface.co/stabilityai/stable-diffusion-xl-base-1.0)」モデルです。内容は「[niji-v5](https://huggingface.co/p1atdev/niji-v5)」データセットでLoRAファインチューニングしてマージしたモデルです。
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# 使用例
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"1girl, tokyo"
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# モデルの作り方
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1. 「[かんたん☆コピー機学習法(きっと初級編)](https://note.com/2vxpswa7/n/n2d04527bf0bc)」を参考に、ぼかし(blur)のLoRA DreamBoothをして、そのLoRAモデルをSDXLモデルにマイナスでマージします。
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2. 1で作ったモデルに、niji-v5から背景や髪が詳細に描かれている絵などを100枚選びLoRAファインチューニングして、そのLoRAモデルをSDXLモデルにマージします。
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# モデルの改善
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LoRAモデルとして配布できるようにしたいです。
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というのは、512dim(rank)で学習したらLoRAモデルが3GBのファイルサイズになってしまったため、今回はSDXLモデルにマージしています。
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# 感想
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うまく調整できず何度もやり直して大変でした。あとで作り方を動画にしたいです。
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# 謝辞
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モデル、学習データや学習ツールを作成および配布してくださった方々に心から感謝申し上げます。
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# ライブラリ
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- [sd-scripts](https://github.com/kohya-ss/sd-scripts/tree/sdxl) 4072f723c12822e2fa1b2e076cc1f90b8f4e30c9
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- [bitsandbytes](https://github.com/jllllll/bitsandbytes-windows-webui) 0.39.1
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- Pytorch 2.0.0+cu117
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- xformers 0.0.19
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# ライセンス
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- [CreativeML Open RAIL++-M License](https://huggingface.co/stabilityai/stable-diffusion-xl-base-1.0/blob/main/LICENSE.md)
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images/1girl, fantasy.jpg
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Git LFS Details
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images/1girl, steampunk.jpg
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Git LFS Details
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images/1girl, tokyo.jpg
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Git LFS Details
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images/1girl.jpg
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Git LFS Details
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images/thumbnail.jpg
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Git LFS Details
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model_index.json
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{
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"_class_name": "StableDiffusionXLPipeline",
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"_diffusers_version": "0.18.2",
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"force_zeros_for_empty_prompt": true,
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"scheduler": [
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"diffusers",
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"EulerDiscreteScheduler"
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],
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"text_encoder": [
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"transformers",
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"CLIPTextModel"
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],
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"text_encoder_2": [
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"transformers",
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"CLIPTextModelWithProjection"
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],
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"tokenizer": [
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"transformers",
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"CLIPTokenizer"
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],
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"tokenizer_2": [
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"transformers",
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"CLIPTokenizer"
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],
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"unet": [
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"diffusers",
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"UNet2DConditionModel"
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],
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"vae": [
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"diffusers",
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"AutoencoderKL"
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]
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}
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niji-diffusion-xl-base-1.0.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:791d0c791e6acfff64523adc4fd2dc882c338726b623bb8d9839335339510cf4
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size 6938040682
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scheduler/scheduler_config.json
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{
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"_class_name": "EulerDiscreteScheduler",
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"_diffusers_version": "0.18.2",
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"beta_end": 0.012,
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"beta_schedule": "scaled_linear",
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"beta_start": 0.00085,
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"clip_sample": false,
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"interpolation_type": "linear",
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"num_train_timesteps": 1000,
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"prediction_type": "epsilon",
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"sample_max_value": 1.0,
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"set_alpha_to_one": false,
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"skip_prk_steps": true,
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"steps_offset": 1,
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"timestep_spacing": "leading",
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"trained_betas": null,
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"use_karras_sigmas": false
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}
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text_encoder/config.json
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{
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"_name_or_path": null,
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"architectures": [
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"CLIPTextModel"
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],
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"attention_dropout": 0.0,
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"bos_token_id": 0,
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"dropout": 0.0,
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"eos_token_id": 2,
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"hidden_act": "quick_gelu",
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"hidden_size": 768,
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"initializer_factor": 1.0,
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"initializer_range": 0.02,
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"intermediate_size": 3072,
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"layer_norm_eps": 1e-05,
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"max_position_embeddings": 77,
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"model_type": "clip_text_model",
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"num_attention_heads": 12,
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"num_hidden_layers": 12,
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"pad_token_id": 1,
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"projection_dim": 768,
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"torch_dtype": "float32",
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"transformers_version": "4.30.2",
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"vocab_size": 49408
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}
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text_encoder/model.safetensors
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version https://git-lfs.github.com/spec/v1
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size 492265880
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text_encoder_2/config.json
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{
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"_name_or_path": null,
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"architectures": [
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"model_type": "clip_text_model",
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"transformers_version": "4.30.2",
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"vocab_size": 49408
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}
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text_encoder_2/model.safetensors
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version https://git-lfs.github.com/spec/v1
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size 2778702976
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tokenizer/merges.txt
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tokenizer/special_tokens_map.json
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tokenizer/tokenizer_config.json
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tokenizer/vocab.json
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tokenizer_2/merges.txt
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tokenizer_2/special_tokens_map.json
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"single_word": false
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}
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}
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tokenizer_2/tokenizer_config.json
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"__type": "AddedToken",
|
15 |
+
"content": "<|endoftext|>",
|
16 |
+
"lstrip": false,
|
17 |
+
"normalized": true,
|
18 |
+
"rstrip": false,
|
19 |
+
"single_word": false
|
20 |
+
},
|
21 |
+
"errors": "replace",
|
22 |
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"model_max_length": 77,
|
23 |
+
"pad_token": "!",
|
24 |
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"tokenizer_class": "CLIPTokenizer",
|
25 |
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"unk_token": {
|
26 |
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"__type": "AddedToken",
|
27 |
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"content": "<|endoftext|>",
|
28 |
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"lstrip": false,
|
29 |
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"normalized": true,
|
30 |
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"rstrip": false,
|
31 |
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"single_word": false
|
32 |
+
}
|
33 |
+
}
|
tokenizer_2/vocab.json
ADDED
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|
unet/config.json
ADDED
@@ -0,0 +1,69 @@
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|
|
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|
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|
1 |
+
{
|
2 |
+
"_class_name": "UNet2DConditionModel",
|
3 |
+
"_diffusers_version": "0.18.2",
|
4 |
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"act_fn": "silu",
|
5 |
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|
6 |
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|
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|
8 |
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|
9 |
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|
10 |
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|
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|
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|
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|
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|
15 |
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|
16 |
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|
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|
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|
19 |
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|
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|
21 |
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|
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|
23 |
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"cross_attention_dim": 2048,
|
24 |
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|
25 |
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"down_block_types": [
|
26 |
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"DownBlock2D",
|
27 |
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"CrossAttnDownBlock2D",
|
28 |
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"CrossAttnDownBlock2D"
|
29 |
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],
|
30 |
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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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|
38 |
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|
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"mid_block_scale_factor": 1,
|
40 |
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"mid_block_type": "UNetMidBlock2DCrossAttn",
|
41 |
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"norm_eps": 1e-05,
|
42 |
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"norm_num_groups": 32,
|
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|
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|
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|
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"out_channels": 4,
|
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"projection_class_embeddings_input_dim": 2816,
|
48 |
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"resnet_out_scale_factor": 1.0,
|
49 |
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"resnet_skip_time_act": false,
|
50 |
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"resnet_time_scale_shift": "default",
|
51 |
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"sample_size": 128,
|
52 |
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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": [
|
58 |
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1,
|
59 |
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2,
|
60 |
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10
|
61 |
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],
|
62 |
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"up_block_types": [
|
63 |
+
"CrossAttnUpBlock2D",
|
64 |
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"CrossAttnUpBlock2D",
|
65 |
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"UpBlock2D"
|
66 |
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],
|
67 |
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"upcast_attention": false,
|
68 |
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"use_linear_projection": true
|
69 |
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}
|
unet/diffusion_pytorch_model.safetensors
ADDED
@@ -0,0 +1,3 @@
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|
|
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|
1 |
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version https://git-lfs.github.com/spec/v1
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oid sha256:e04ffe87bcf1887590b2532a5a2f2ca7adc973686586bb9405e9f015c8f192b6
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size 10270077736
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vae/config.json
ADDED
@@ -0,0 +1,30 @@
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|
1 |
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{
|
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"_class_name": "AutoencoderKL",
|
3 |
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"_diffusers_version": "0.18.2",
|
4 |
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"act_fn": "silu",
|
5 |
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"block_out_channels": [
|
6 |
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|
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|
8 |
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|
9 |
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10 |
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|
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"down_block_types": [
|
12 |
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"DownEncoderBlock2D",
|
13 |
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"DownEncoderBlock2D",
|
14 |
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"DownEncoderBlock2D",
|
15 |
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"DownEncoderBlock2D"
|
16 |
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],
|
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"in_channels": 3,
|
18 |
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"latent_channels": 4,
|
19 |
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|
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|
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|
22 |
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|
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"scaling_factor": 0.18215,
|
24 |
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"up_block_types": [
|
25 |
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"UpDecoderBlock2D",
|
26 |
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"UpDecoderBlock2D",
|
27 |
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"UpDecoderBlock2D",
|
28 |
+
"UpDecoderBlock2D"
|
29 |
+
]
|
30 |
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}
|
vae/diffusion_pytorch_model.safetensors
ADDED
@@ -0,0 +1,3 @@
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|
1 |
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version https://git-lfs.github.com/spec/v1
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