Instructions to use ndtran0101/pisa-sr-diffusers with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Diffusers
How to use ndtran0101/pisa-sr-diffusers with Diffusers:
pip install -U diffusers transformers accelerate
import torch from diffusers import DiffusionPipeline from diffusers.utils import load_image # switch to "mps" for apple devices pipe = DiffusionPipeline.from_pretrained("ndtran0101/pisa-sr-diffusers", dtype=torch.bfloat16, device_map="cuda") prompt = "Turn this cat into a dog" input_image = load_image("https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/diffusers/cat.png") image = pipe(image=input_image, prompt=prompt).images[0] - Notebooks
- Google Colab
- Kaggle
File size: 14,353 Bytes
735d0c0 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 248 249 250 251 252 253 254 255 256 257 258 259 260 261 262 263 264 265 266 267 | {
"peft_type": "LORA",
"r": 4,
"lora_alpha": 8,
"scaling": 2.0,
"target_modules": [
"conv_in",
"conv_out",
"down_blocks.0.attentions.0.proj_in",
"down_blocks.0.attentions.0.proj_out",
"down_blocks.0.attentions.0.transformer_blocks.0.attn1.to_k",
"down_blocks.0.attentions.0.transformer_blocks.0.attn1.to_out.0",
"down_blocks.0.attentions.0.transformer_blocks.0.attn1.to_q",
"down_blocks.0.attentions.0.transformer_blocks.0.attn1.to_v",
"down_blocks.0.attentions.0.transformer_blocks.0.attn2.to_k",
"down_blocks.0.attentions.0.transformer_blocks.0.attn2.to_out.0",
"down_blocks.0.attentions.0.transformer_blocks.0.attn2.to_q",
"down_blocks.0.attentions.0.transformer_blocks.0.attn2.to_v",
"down_blocks.0.attentions.0.transformer_blocks.0.ff.net.0.proj",
"down_blocks.0.attentions.0.transformer_blocks.0.ff.net.2",
"down_blocks.0.attentions.1.proj_in",
"down_blocks.0.attentions.1.proj_out",
"down_blocks.0.attentions.1.transformer_blocks.0.attn1.to_k",
"down_blocks.0.attentions.1.transformer_blocks.0.attn1.to_out.0",
"down_blocks.0.attentions.1.transformer_blocks.0.attn1.to_q",
"down_blocks.0.attentions.1.transformer_blocks.0.attn1.to_v",
"down_blocks.0.attentions.1.transformer_blocks.0.attn2.to_k",
"down_blocks.0.attentions.1.transformer_blocks.0.attn2.to_out.0",
"down_blocks.0.attentions.1.transformer_blocks.0.attn2.to_q",
"down_blocks.0.attentions.1.transformer_blocks.0.attn2.to_v",
"down_blocks.0.attentions.1.transformer_blocks.0.ff.net.0.proj",
"down_blocks.0.attentions.1.transformer_blocks.0.ff.net.2",
"down_blocks.0.downsamplers.0.conv",
"down_blocks.0.resnets.0.conv1",
"down_blocks.0.resnets.0.conv2",
"down_blocks.0.resnets.1.conv1",
"down_blocks.0.resnets.1.conv2",
"down_blocks.1.attentions.0.proj_in",
"down_blocks.1.attentions.0.proj_out",
"down_blocks.1.attentions.0.transformer_blocks.0.attn1.to_k",
"down_blocks.1.attentions.0.transformer_blocks.0.attn1.to_out.0",
"down_blocks.1.attentions.0.transformer_blocks.0.attn1.to_q",
"down_blocks.1.attentions.0.transformer_blocks.0.attn1.to_v",
"down_blocks.1.attentions.0.transformer_blocks.0.attn2.to_k",
"down_blocks.1.attentions.0.transformer_blocks.0.attn2.to_out.0",
"down_blocks.1.attentions.0.transformer_blocks.0.attn2.to_q",
"down_blocks.1.attentions.0.transformer_blocks.0.attn2.to_v",
"down_blocks.1.attentions.0.transformer_blocks.0.ff.net.0.proj",
"down_blocks.1.attentions.0.transformer_blocks.0.ff.net.2",
"down_blocks.1.attentions.1.proj_in",
"down_blocks.1.attentions.1.proj_out",
"down_blocks.1.attentions.1.transformer_blocks.0.attn1.to_k",
"down_blocks.1.attentions.1.transformer_blocks.0.attn1.to_out.0",
"down_blocks.1.attentions.1.transformer_blocks.0.attn1.to_q",
"down_blocks.1.attentions.1.transformer_blocks.0.attn1.to_v",
"down_blocks.1.attentions.1.transformer_blocks.0.attn2.to_k",
"down_blocks.1.attentions.1.transformer_blocks.0.attn2.to_out.0",
"down_blocks.1.attentions.1.transformer_blocks.0.attn2.to_q",
"down_blocks.1.attentions.1.transformer_blocks.0.attn2.to_v",
"down_blocks.1.attentions.1.transformer_blocks.0.ff.net.0.proj",
"down_blocks.1.attentions.1.transformer_blocks.0.ff.net.2",
"down_blocks.1.downsamplers.0.conv",
"down_blocks.1.resnets.0.conv1",
"down_blocks.1.resnets.0.conv2",
"down_blocks.1.resnets.0.conv_shortcut",
"down_blocks.1.resnets.1.conv1",
"down_blocks.1.resnets.1.conv2",
"down_blocks.2.attentions.0.proj_in",
"down_blocks.2.attentions.0.proj_out",
"down_blocks.2.attentions.0.transformer_blocks.0.attn1.to_k",
"down_blocks.2.attentions.0.transformer_blocks.0.attn1.to_out.0",
"down_blocks.2.attentions.0.transformer_blocks.0.attn1.to_q",
"down_blocks.2.attentions.0.transformer_blocks.0.attn1.to_v",
"down_blocks.2.attentions.0.transformer_blocks.0.attn2.to_k",
"down_blocks.2.attentions.0.transformer_blocks.0.attn2.to_out.0",
"down_blocks.2.attentions.0.transformer_blocks.0.attn2.to_q",
"down_blocks.2.attentions.0.transformer_blocks.0.attn2.to_v",
"down_blocks.2.attentions.0.transformer_blocks.0.ff.net.0.proj",
"down_blocks.2.attentions.0.transformer_blocks.0.ff.net.2",
"down_blocks.2.attentions.1.proj_in",
"down_blocks.2.attentions.1.proj_out",
"down_blocks.2.attentions.1.transformer_blocks.0.attn1.to_k",
"down_blocks.2.attentions.1.transformer_blocks.0.attn1.to_out.0",
"down_blocks.2.attentions.1.transformer_blocks.0.attn1.to_q",
"down_blocks.2.attentions.1.transformer_blocks.0.attn1.to_v",
"down_blocks.2.attentions.1.transformer_blocks.0.attn2.to_k",
"down_blocks.2.attentions.1.transformer_blocks.0.attn2.to_out.0",
"down_blocks.2.attentions.1.transformer_blocks.0.attn2.to_q",
"down_blocks.2.attentions.1.transformer_blocks.0.attn2.to_v",
"down_blocks.2.attentions.1.transformer_blocks.0.ff.net.0.proj",
"down_blocks.2.attentions.1.transformer_blocks.0.ff.net.2",
"down_blocks.2.downsamplers.0.conv",
"down_blocks.2.resnets.0.conv1",
"down_blocks.2.resnets.0.conv2",
"down_blocks.2.resnets.0.conv_shortcut",
"down_blocks.2.resnets.1.conv1",
"down_blocks.2.resnets.1.conv2",
"down_blocks.3.resnets.0.conv1",
"down_blocks.3.resnets.0.conv2",
"down_blocks.3.resnets.1.conv1",
"down_blocks.3.resnets.1.conv2",
"mid_block.attentions.0.proj_in",
"mid_block.attentions.0.proj_out",
"mid_block.attentions.0.transformer_blocks.0.attn1.to_k",
"mid_block.attentions.0.transformer_blocks.0.attn1.to_out.0",
"mid_block.attentions.0.transformer_blocks.0.attn1.to_q",
"mid_block.attentions.0.transformer_blocks.0.attn1.to_v",
"mid_block.attentions.0.transformer_blocks.0.attn2.to_k",
"mid_block.attentions.0.transformer_blocks.0.attn2.to_out.0",
"mid_block.attentions.0.transformer_blocks.0.attn2.to_q",
"mid_block.attentions.0.transformer_blocks.0.attn2.to_v",
"mid_block.attentions.0.transformer_blocks.0.ff.net.0.proj",
"mid_block.attentions.0.transformer_blocks.0.ff.net.2",
"mid_block.resnets.0.conv1",
"mid_block.resnets.0.conv2",
"mid_block.resnets.1.conv1",
"mid_block.resnets.1.conv2",
"up_blocks.0.resnets.0.conv1",
"up_blocks.0.resnets.0.conv2",
"up_blocks.0.resnets.0.conv_shortcut",
"up_blocks.0.resnets.1.conv1",
"up_blocks.0.resnets.1.conv2",
"up_blocks.0.resnets.1.conv_shortcut",
"up_blocks.0.resnets.2.conv1",
"up_blocks.0.resnets.2.conv2",
"up_blocks.0.resnets.2.conv_shortcut",
"up_blocks.0.upsamplers.0.conv",
"up_blocks.1.attentions.0.proj_in",
"up_blocks.1.attentions.0.proj_out",
"up_blocks.1.attentions.0.transformer_blocks.0.attn1.to_k",
"up_blocks.1.attentions.0.transformer_blocks.0.attn1.to_out.0",
"up_blocks.1.attentions.0.transformer_blocks.0.attn1.to_q",
"up_blocks.1.attentions.0.transformer_blocks.0.attn1.to_v",
"up_blocks.1.attentions.0.transformer_blocks.0.attn2.to_k",
"up_blocks.1.attentions.0.transformer_blocks.0.attn2.to_out.0",
"up_blocks.1.attentions.0.transformer_blocks.0.attn2.to_q",
"up_blocks.1.attentions.0.transformer_blocks.0.attn2.to_v",
"up_blocks.1.attentions.0.transformer_blocks.0.ff.net.0.proj",
"up_blocks.1.attentions.0.transformer_blocks.0.ff.net.2",
"up_blocks.1.attentions.1.proj_in",
"up_blocks.1.attentions.1.proj_out",
"up_blocks.1.attentions.1.transformer_blocks.0.attn1.to_k",
"up_blocks.1.attentions.1.transformer_blocks.0.attn1.to_out.0",
"up_blocks.1.attentions.1.transformer_blocks.0.attn1.to_q",
"up_blocks.1.attentions.1.transformer_blocks.0.attn1.to_v",
"up_blocks.1.attentions.1.transformer_blocks.0.attn2.to_k",
"up_blocks.1.attentions.1.transformer_blocks.0.attn2.to_out.0",
"up_blocks.1.attentions.1.transformer_blocks.0.attn2.to_q",
"up_blocks.1.attentions.1.transformer_blocks.0.attn2.to_v",
"up_blocks.1.attentions.1.transformer_blocks.0.ff.net.0.proj",
"up_blocks.1.attentions.1.transformer_blocks.0.ff.net.2",
"up_blocks.1.attentions.2.proj_in",
"up_blocks.1.attentions.2.proj_out",
"up_blocks.1.attentions.2.transformer_blocks.0.attn1.to_k",
"up_blocks.1.attentions.2.transformer_blocks.0.attn1.to_out.0",
"up_blocks.1.attentions.2.transformer_blocks.0.attn1.to_q",
"up_blocks.1.attentions.2.transformer_blocks.0.attn1.to_v",
"up_blocks.1.attentions.2.transformer_blocks.0.attn2.to_k",
"up_blocks.1.attentions.2.transformer_blocks.0.attn2.to_out.0",
"up_blocks.1.attentions.2.transformer_blocks.0.attn2.to_q",
"up_blocks.1.attentions.2.transformer_blocks.0.attn2.to_v",
"up_blocks.1.attentions.2.transformer_blocks.0.ff.net.0.proj",
"up_blocks.1.attentions.2.transformer_blocks.0.ff.net.2",
"up_blocks.1.resnets.0.conv1",
"up_blocks.1.resnets.0.conv2",
"up_blocks.1.resnets.0.conv_shortcut",
"up_blocks.1.resnets.1.conv1",
"up_blocks.1.resnets.1.conv2",
"up_blocks.1.resnets.1.conv_shortcut",
"up_blocks.1.resnets.2.conv1",
"up_blocks.1.resnets.2.conv2",
"up_blocks.1.resnets.2.conv_shortcut",
"up_blocks.1.upsamplers.0.conv",
"up_blocks.2.attentions.0.proj_in",
"up_blocks.2.attentions.0.proj_out",
"up_blocks.2.attentions.0.transformer_blocks.0.attn1.to_k",
"up_blocks.2.attentions.0.transformer_blocks.0.attn1.to_out.0",
"up_blocks.2.attentions.0.transformer_blocks.0.attn1.to_q",
"up_blocks.2.attentions.0.transformer_blocks.0.attn1.to_v",
"up_blocks.2.attentions.0.transformer_blocks.0.attn2.to_k",
"up_blocks.2.attentions.0.transformer_blocks.0.attn2.to_out.0",
"up_blocks.2.attentions.0.transformer_blocks.0.attn2.to_q",
"up_blocks.2.attentions.0.transformer_blocks.0.attn2.to_v",
"up_blocks.2.attentions.0.transformer_blocks.0.ff.net.0.proj",
"up_blocks.2.attentions.0.transformer_blocks.0.ff.net.2",
"up_blocks.2.attentions.1.proj_in",
"up_blocks.2.attentions.1.proj_out",
"up_blocks.2.attentions.1.transformer_blocks.0.attn1.to_k",
"up_blocks.2.attentions.1.transformer_blocks.0.attn1.to_out.0",
"up_blocks.2.attentions.1.transformer_blocks.0.attn1.to_q",
"up_blocks.2.attentions.1.transformer_blocks.0.attn1.to_v",
"up_blocks.2.attentions.1.transformer_blocks.0.attn2.to_k",
"up_blocks.2.attentions.1.transformer_blocks.0.attn2.to_out.0",
"up_blocks.2.attentions.1.transformer_blocks.0.attn2.to_q",
"up_blocks.2.attentions.1.transformer_blocks.0.attn2.to_v",
"up_blocks.2.attentions.1.transformer_blocks.0.ff.net.0.proj",
"up_blocks.2.attentions.1.transformer_blocks.0.ff.net.2",
"up_blocks.2.attentions.2.proj_in",
"up_blocks.2.attentions.2.proj_out",
"up_blocks.2.attentions.2.transformer_blocks.0.attn1.to_k",
"up_blocks.2.attentions.2.transformer_blocks.0.attn1.to_out.0",
"up_blocks.2.attentions.2.transformer_blocks.0.attn1.to_q",
"up_blocks.2.attentions.2.transformer_blocks.0.attn1.to_v",
"up_blocks.2.attentions.2.transformer_blocks.0.attn2.to_k",
"up_blocks.2.attentions.2.transformer_blocks.0.attn2.to_out.0",
"up_blocks.2.attentions.2.transformer_blocks.0.attn2.to_q",
"up_blocks.2.attentions.2.transformer_blocks.0.attn2.to_v",
"up_blocks.2.attentions.2.transformer_blocks.0.ff.net.0.proj",
"up_blocks.2.attentions.2.transformer_blocks.0.ff.net.2",
"up_blocks.2.resnets.0.conv1",
"up_blocks.2.resnets.0.conv2",
"up_blocks.2.resnets.0.conv_shortcut",
"up_blocks.2.resnets.1.conv1",
"up_blocks.2.resnets.1.conv2",
"up_blocks.2.resnets.1.conv_shortcut",
"up_blocks.2.resnets.2.conv1",
"up_blocks.2.resnets.2.conv2",
"up_blocks.2.resnets.2.conv_shortcut",
"up_blocks.2.upsamplers.0.conv",
"up_blocks.3.attentions.0.proj_in",
"up_blocks.3.attentions.0.proj_out",
"up_blocks.3.attentions.0.transformer_blocks.0.attn1.to_k",
"up_blocks.3.attentions.0.transformer_blocks.0.attn1.to_out.0",
"up_blocks.3.attentions.0.transformer_blocks.0.attn1.to_q",
"up_blocks.3.attentions.0.transformer_blocks.0.attn1.to_v",
"up_blocks.3.attentions.0.transformer_blocks.0.attn2.to_k",
"up_blocks.3.attentions.0.transformer_blocks.0.attn2.to_out.0",
"up_blocks.3.attentions.0.transformer_blocks.0.attn2.to_q",
"up_blocks.3.attentions.0.transformer_blocks.0.attn2.to_v",
"up_blocks.3.attentions.0.transformer_blocks.0.ff.net.0.proj",
"up_blocks.3.attentions.0.transformer_blocks.0.ff.net.2",
"up_blocks.3.attentions.1.proj_in",
"up_blocks.3.attentions.1.proj_out",
"up_blocks.3.attentions.1.transformer_blocks.0.attn1.to_k",
"up_blocks.3.attentions.1.transformer_blocks.0.attn1.to_out.0",
"up_blocks.3.attentions.1.transformer_blocks.0.attn1.to_q",
"up_blocks.3.attentions.1.transformer_blocks.0.attn1.to_v",
"up_blocks.3.attentions.1.transformer_blocks.0.attn2.to_k",
"up_blocks.3.attentions.1.transformer_blocks.0.attn2.to_out.0",
"up_blocks.3.attentions.1.transformer_blocks.0.attn2.to_q",
"up_blocks.3.attentions.1.transformer_blocks.0.attn2.to_v",
"up_blocks.3.attentions.1.transformer_blocks.0.ff.net.0.proj",
"up_blocks.3.attentions.1.transformer_blocks.0.ff.net.2",
"up_blocks.3.attentions.2.proj_in",
"up_blocks.3.attentions.2.proj_out",
"up_blocks.3.attentions.2.transformer_blocks.0.attn1.to_k",
"up_blocks.3.attentions.2.transformer_blocks.0.attn1.to_out.0",
"up_blocks.3.attentions.2.transformer_blocks.0.attn1.to_q",
"up_blocks.3.attentions.2.transformer_blocks.0.attn1.to_v",
"up_blocks.3.attentions.2.transformer_blocks.0.attn2.to_k",
"up_blocks.3.attentions.2.transformer_blocks.0.attn2.to_out.0",
"up_blocks.3.attentions.2.transformer_blocks.0.attn2.to_q",
"up_blocks.3.attentions.2.transformer_blocks.0.attn2.to_v",
"up_blocks.3.attentions.2.transformer_blocks.0.ff.net.0.proj",
"up_blocks.3.attentions.2.transformer_blocks.0.ff.net.2",
"up_blocks.3.resnets.0.conv1",
"up_blocks.3.resnets.0.conv2",
"up_blocks.3.resnets.0.conv_shortcut",
"up_blocks.3.resnets.1.conv1",
"up_blocks.3.resnets.1.conv2",
"up_blocks.3.resnets.1.conv_shortcut",
"up_blocks.3.resnets.2.conv1",
"up_blocks.3.resnets.2.conv2",
"up_blocks.3.resnets.2.conv_shortcut"
],
"n_modules": 258
} |