Add license, pipeline tag, and library_name
#1
by
nielsr
HF Staff
- opened
README.md
CHANGED
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@@ -1,7 +1,11 @@
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---
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base_model:
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- stabilityai/stable-diffusion-2
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---
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# gen2seg: Generative Models Enable Generalizable Instance Segmentation
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<img src='teaser.png'/>
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@@ -13,4 +17,312 @@ Please see our website https://reachomk.github.io/gen2seg for demos and addition
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If you are looking for our MAE-H variant, you can find that at https://huggingface.co/reachomk/gen2seg-mae-h
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-
You can run this model at our GitHub: https://github.com/UCDVision/gen2seg or our Huggingface Space: https://huggingface.co/spaces/reachomk/gen2seg
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| 1 |
---
|
| 2 |
base_model:
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| 3 |
- stabilityai/stable-diffusion-2
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| 4 |
+
pipeline_tag: image-segmentation
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+
library_name: diffusers
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+
license: mit
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| 7 |
---
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| 8 |
+
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| 9 |
# gen2seg: Generative Models Enable Generalizable Instance Segmentation
|
| 10 |
<img src='teaser.png'/>
|
| 11 |
|
|
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|
| 17 |
|
| 18 |
If you are looking for our MAE-H variant, you can find that at https://huggingface.co/reachomk/gen2seg-mae-h
|
| 19 |
|
| 20 |
+
You can run this model at our GitHub: https://github.com/UCDVision/gen2seg or our Huggingface Space: https://huggingface.co/spaces/reachomk/gen2seg
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+
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+
# File information
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| 23 |
+
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+
The repository contains the following file information:
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| 25 |
+
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+
Filename: model_index.json
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+
Content: {
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+
"_class_name": "StableDiffusionPipeline",
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+
"_diffusers_version": "0.31.0",
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+
"_name_or_path": "stabilityai/stable-diffusion-2",
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| 31 |
+
"feature_extractor": [
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+
"transformers",
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"CLIPImageProcessor"
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],
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+
"image_encoder": [
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null,
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null
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+
],
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+
"requires_safety_checker": false,
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+
"safety_checker": [
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null,
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+
null
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+
],
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| 44 |
+
"scheduler": [
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+
"diffusers",
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| 46 |
+
"DDPMScheduler"
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| 47 |
+
],
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| 48 |
+
"text_encoder": [
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| 49 |
+
"transformers",
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| 50 |
+
"CLIPTextModel"
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| 51 |
+
],
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| 52 |
+
"tokenizer": [
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| 53 |
+
"transformers",
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| 54 |
+
"CLIPTokenizer"
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| 55 |
+
],
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| 56 |
+
"unet": [
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| 57 |
+
"diffusers",
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| 58 |
+
"UNet2DConditionModel"
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| 59 |
+
],
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| 60 |
+
"vae": [
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| 61 |
+
"AutoencoderKL"
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| 62 |
+
]
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| 63 |
+
}
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+
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+
Filename: preprocessor_config.json
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| 66 |
+
Content: {
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| 67 |
+
"crop_size": {
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| 68 |
+
"height": 224,
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| 69 |
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"width": 224
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+
},
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| 71 |
+
"do_center_crop": true,
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| 72 |
+
"do_convert_rgb": true,
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| 73 |
+
"do_normalize": true,
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| 74 |
+
"do_rescale": true,
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| 75 |
+
"do_resize": true,
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| 76 |
+
"image_mean": [
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| 77 |
+
0.48145466,
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| 78 |
+
0.4578275,
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| 79 |
+
0.40821073
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| 80 |
+
],
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| 81 |
+
"image_processor_type": "CLIPImageProcessor",
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| 82 |
+
"image_std": [
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| 83 |
+
0.26862954,
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| 84 |
+
0.26130258,
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| 85 |
+
0.27577711
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| 86 |
+
],
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| 87 |
+
"resample": 3,
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| 88 |
+
"rescale_factor": 0.00392156862745098,
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| 89 |
+
"size": {
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| 90 |
+
"shortest_edge": 224
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| 91 |
+
}
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| 92 |
+
}
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| 93 |
+
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| 94 |
+
Filename: config.json
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| 95 |
+
Content: {
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| 96 |
+
"_class_name": "AutoencoderKL",
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| 97 |
+
"_diffusers_version": "0.31.0",
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| 98 |
+
"_name_or_path": "stabilityai/stable-diffusion-2",
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| 99 |
+
"act_fn": "silu",
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| 100 |
+
"block_out_channels": [
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| 101 |
+
128,
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| 102 |
+
256,
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| 103 |
+
512,
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| 104 |
+
512
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| 105 |
+
],
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| 106 |
+
"down_block_types": [
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| 107 |
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"DownEncoderBlock2D",
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| 108 |
+
"DownEncoderBlock2D",
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| 109 |
+
"DownEncoderBlock2D",
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| 110 |
+
"DownEncoderBlock2D"
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| 111 |
+
],
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| 112 |
+
"force_upcast": true,
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| 113 |
+
"in_channels": 3,
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| 114 |
+
"latent_channels": 4,
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| 115 |
+
"latents_mean": null,
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| 116 |
+
"latents_std": null,
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| 117 |
+
"layers_per_block": 2,
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| 118 |
+
"mid_block_add_attention": true,
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| 119 |
+
"norm_num_groups": 32,
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| 120 |
+
"out_channels": 3,
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| 121 |
+
"sample_size": 768,
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| 122 |
+
"scaling_factor": 0.18215,
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| 123 |
+
"shift_factor": null,
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| 124 |
+
"up_block_types": [
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| 125 |
+
"UpDecoderBlock2D",
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| 126 |
+
"UpDecoderBlock2D",
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| 127 |
+
"UpDecoderBlock2D",
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| 128 |
+
"UpDecoderBlock2D"
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| 129 |
+
],
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| 130 |
+
"use_post_quant_conv": true,
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| 131 |
+
"use_quant_conv": true
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| 132 |
+
}
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| 133 |
+
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| 134 |
+
Filename: vocab.json
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| 135 |
+
Content: Content of the file is larger than 50 KB, too long to display.
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| 136 |
+
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| 137 |
+
Filename: special_tokens_map.json
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| 138 |
+
Content: {
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| 139 |
+
"bos_token": {
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| 140 |
+
"content": "<|startoftext|>",
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| 141 |
+
"lstrip": false,
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| 142 |
+
"normalized": true,
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| 143 |
+
"rstrip": false,
|
| 144 |
+
"single_word": false
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| 145 |
+
},
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| 146 |
+
"eos_token": {
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| 147 |
+
"content": "<|endoftext|>",
|
| 148 |
+
"lstrip": false,
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| 149 |
+
"normalized": true,
|
| 150 |
+
"rstrip": false,
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| 151 |
+
"single_word": false
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| 152 |
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},
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| 153 |
+
"pad_token": "!",
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| 154 |
+
"unk_token": {
|
| 155 |
+
"content": "<|endoftext|>",
|
| 156 |
+
"lstrip": false,
|
| 157 |
+
"normalized": true,
|
| 158 |
+
"rstrip": false,
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| 159 |
+
"single_word": false
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| 160 |
+
}
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| 161 |
+
}
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| 162 |
+
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| 163 |
+
Filename: tokenizer_config.json
|
| 164 |
+
Content: {
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| 165 |
+
"add_prefix_space": false,
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| 166 |
+
"added_tokens_decoder": {
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| 167 |
+
"0": {
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| 168 |
+
"content": "!",
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| 169 |
+
"lstrip": false,
|
| 170 |
+
"normalized": false,
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| 171 |
+
"rstrip": false,
|
| 172 |
+
"single_word": false,
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| 173 |
+
"special": true
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| 174 |
+
},
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| 175 |
+
"49406": {
|
| 176 |
+
"content": "<|startoftext|>",
|
| 177 |
+
"lstrip": false,
|
| 178 |
+
"normalized": true,
|
| 179 |
+
"rstrip": false,
|
| 180 |
+
"single_word": false,
|
| 181 |
+
"special": true
|
| 182 |
+
},
|
| 183 |
+
"49407": {
|
| 184 |
+
"content": "<|endoftext|>",
|
| 185 |
+
"lstrip": false,
|
| 186 |
+
"normalized": true,
|
| 187 |
+
"rstrip": false,
|
| 188 |
+
"single_word": false,
|
| 189 |
+
"special": true
|
| 190 |
+
}
|
| 191 |
+
},
|
| 192 |
+
"bos_token": "<|startoftext|>",
|
| 193 |
+
"clean_up_tokenization_spaces": false,
|
| 194 |
+
"do_lower_case": true,
|
| 195 |
+
"eos_token": "<|endoftext|>\",
|
| 196 |
+
\"errors\": \"replace\",
|
| 197 |
+
\"extra_special_tokens\": {},
|
| 198 |
+
\"model_max_length\": 77,
|
| 199 |
+
\"pad_token\": \"!\",
|
| 200 |
+
\"tokenizer_class\": \"CLIPTokenizer\",
|
| 201 |
+
\"unk_token\": \"<|endoftext|>\"
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| 202 |
+
}
|
| 203 |
+
|
| 204 |
+
Filename: config.json
|
| 205 |
+
Content: {
|
| 206 |
+
"_class_name": "UNet2DConditionModel",
|
| 207 |
+
"_diffusers_version": "0.31.0",
|
| 208 |
+
"_name_or_path": "stabilityai/stable-diffusion-2",
|
| 209 |
+
"act_fn": "silu",
|
| 210 |
+
"addition_embed_type": null,
|
| 211 |
+
"addition_embed_type_num_heads": 64,
|
| 212 |
+
"addition_time_embed_dim": null,
|
| 213 |
+
"attention_head_dim": [
|
| 214 |
+
5,
|
| 215 |
+
10,
|
| 216 |
+
20,
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| 217 |
+
20
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| 218 |
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],
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| 219 |
+
"attention_type": "default",
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| 220 |
+
"block_out_channels": [
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| 221 |
+
320,
|
| 222 |
+
640,
|
| 223 |
+
1280,
|
| 224 |
+
1280
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| 225 |
+
],
|
| 226 |
+
"center_input_sample": false,
|
| 227 |
+
"class_embed_type": null,
|
| 228 |
+
"class_embeddings_concat": false,
|
| 229 |
+
"conv_in_kernel": 3,
|
| 230 |
+
"conv_out_kernel": 3,
|
| 231 |
+
"cross_attention_dim": 1024,
|
| 232 |
+
"cross_attention_norm": null,
|
| 233 |
+
"down_block_types": [
|
| 234 |
+
"CrossAttnDownBlock2D",
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| 235 |
+
"CrossAttnDownBlock2D",
|
| 236 |
+
"CrossAttnDownBlock2D",
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| 237 |
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"DownBlock2D"
|
| 238 |
+
],
|
| 239 |
+
"downsample_padding": 1,
|
| 240 |
+
"dropout": 0.0,
|
| 241 |
+
"dual_cross_attention": false,
|
| 242 |
+
"encoder_hid_dim": null,
|
| 243 |
+
"encoder_hid_dim_type": null,
|
| 244 |
+
"flip_sin_to_cos": true,
|
| 245 |
+
"freq_shift": 0,
|
| 246 |
+
"in_channels": 4,
|
| 247 |
+
"layers_per_block": 2,
|
| 248 |
+
"mid_block_only_cross_attention": null,
|
| 249 |
+
"mid_block_scale_factor": 1,
|
| 250 |
+
"mid_block_type": "UNetMidBlock2DCrossAttn",
|
| 251 |
+
"norm_eps": 1e-05,
|
| 252 |
+
"norm_num_groups": 32,
|
| 253 |
+
"num_attention_heads": null,
|
| 254 |
+
"num_class_embeds": null,
|
| 255 |
+
"only_cross_attention": false,
|
| 256 |
+
"out_channels": 4,
|
| 257 |
+
"projection_class_embeddings_input_dim": null,
|
| 258 |
+
"resnet_out_scale_factor": 1.0,
|
| 259 |
+
"resnet_skip_time_act": false,
|
| 260 |
+
"resnet_time_scale_shift": "default",
|
| 261 |
+
"reverse_transformer_layers_per_block": null,
|
| 262 |
+
"sample_size": 96,
|
| 263 |
+
"time_cond_proj_dim": null,
|
| 264 |
+
"time_embedding_act_fn": null,
|
| 265 |
+
"time_embedding_dim": null,
|
| 266 |
+
"time_embedding_type": "positional",
|
| 267 |
+
"timestep_post_act": null,
|
| 268 |
+
"transformer_layers_per_block": 1,
|
| 269 |
+
"up_block_types": [
|
| 270 |
+
"UpBlock2D",
|
| 271 |
+
"CrossAttnUpBlock2D",
|
| 272 |
+
"CrossAttnUpBlock2D",
|
| 273 |
+
"CrossAttnUpBlock2D"
|
| 274 |
+
],
|
| 275 |
+
"upcast_attention": false,
|
| 276 |
+
"use_linear_projection": true
|
| 277 |
+
}
|
| 278 |
+
|
| 279 |
+
Filename: scheduler_config.json
|
| 280 |
+
Content: {
|
| 281 |
+
"_class_name": "DDPMScheduler",
|
| 282 |
+
"_diffusers_version": "0.31.0",
|
| 283 |
+
"_name_or_path": "stabilityai/stable-diffusion-2",
|
| 284 |
+
"beta_end": 0.012,
|
| 285 |
+
"beta_schedule": "scaled_linear",
|
| 286 |
+
"beta_start": 0.00085,
|
| 287 |
+
"clip_sample": false,
|
| 288 |
+
"clip_sample_range": 1.0,
|
| 289 |
+
"dynamic_thresholding_ratio": 0.995,
|
| 290 |
+
"num_train_timesteps": 1000,
|
| 291 |
+
"prediction_type": "v_prediction",
|
| 292 |
+
"rescale_betas_zero_snr": false,
|
| 293 |
+
"sample_max_value": 1.0,
|
| 294 |
+
"set_alpha_to_one": false,
|
| 295 |
+
"skip_prk_steps": true,
|
| 296 |
+
"steps_offset": 1,
|
| 297 |
+
"thresholding": false,
|
| 298 |
+
"timestep_spacing": "trailing",
|
| 299 |
+
"trained_betas": null,
|
| 300 |
+
"variance_type": "fixed_small"
|
| 301 |
+
}
|
| 302 |
+
|
| 303 |
+
Filename: config.json
|
| 304 |
+
Content: {
|
| 305 |
+
"_name_or_path": "stabilityai/stable-diffusion-2",
|
| 306 |
+
"architectures": [
|
| 307 |
+
"CLIPTextModel"
|
| 308 |
+
],
|
| 309 |
+
"attention_dropout": 0.0,
|
| 310 |
+
"bos_token_id": 0,
|
| 311 |
+
"dropout": 0.0,
|
| 312 |
+
"eos_token_id": 2,
|
| 313 |
+
"hidden_act": "gelu",
|
| 314 |
+
"hidden_size": 1024,
|
| 315 |
+
"initializer_factor": 1.0,
|
| 316 |
+
"initializer_range": 0.02,
|
| 317 |
+
"intermediate_size": 4096,
|
| 318 |
+
"layer_norm_eps": 1e-05,
|
| 319 |
+
"max_position_embeddings": 77,
|
| 320 |
+
"model_type": "clip_text_model",
|
| 321 |
+
"num_attention_heads": 16,
|
| 322 |
+
"num_hidden_layers": 23,
|
| 323 |
+
"pad_token_id": 1,
|
| 324 |
+
"projection_dim": 512,
|
| 325 |
+
"torch_dtype": "float32",
|
| 326 |
+
"transformers_version": "4.47.0",
|
| 327 |
+
"vocab_size": 49408
|
| 328 |
+
}
|