Remove file information
#2
by
nielsr
HF Staff
- opened
README.md
CHANGED
|
@@ -4,457 +4,6 @@ pipeline_tag: text-to-image
|
|
| 4 |
library_name: diffusers
|
| 5 |
---
|
| 6 |
|
| 7 |
-
# File information
|
| 8 |
-
|
| 9 |
-
The repository contains the following file information:
|
| 10 |
-
|
| 11 |
-
Filename: model_index.json
|
| 12 |
-
Content: {
|
| 13 |
-
"_class_name": "StableDiffusionPipeline",
|
| 14 |
-
"_diffusers_version": "0.6.0",
|
| 15 |
-
"feature_extractor": [
|
| 16 |
-
"transformers",
|
| 17 |
-
"CLIPImageProcessor"
|
| 18 |
-
],
|
| 19 |
-
"safety_checker": [
|
| 20 |
-
"stable_diffusion",
|
| 21 |
-
"StableDiffusionSafetyChecker"
|
| 22 |
-
],
|
| 23 |
-
"scheduler": [
|
| 24 |
-
"diffusers",
|
| 25 |
-
"PNDMScheduler"
|
| 26 |
-
],
|
| 27 |
-
"text_encoder": [
|
| 28 |
-
"transformers",
|
| 29 |
-
"CLIPTextModel"
|
| 30 |
-
],
|
| 31 |
-
"tokenizer": [
|
| 32 |
-
"transformers",
|
| 33 |
-
"CLIPTokenizer"
|
| 34 |
-
],
|
| 35 |
-
"unet": [
|
| 36 |
-
"diffusers",
|
| 37 |
-
"UNet2DConditionModel"
|
| 38 |
-
],
|
| 39 |
-
"vae": [
|
| 40 |
-
"diffusers",
|
| 41 |
-
"AutoencoderKL"
|
| 42 |
-
]
|
| 43 |
-
}
|
| 44 |
-
|
| 45 |
-
Filename: preprocessor_config.json
|
| 46 |
-
Content: {
|
| 47 |
-
"crop_size": 224,
|
| 48 |
-
"do_center_crop": true,
|
| 49 |
-
"do_convert_rgb": true,
|
| 50 |
-
"do_normalize": true,
|
| 51 |
-
"do_resize": true,
|
| 52 |
-
"feature_extractor_type": "CLIPFeatureExtractor",
|
| 53 |
-
"image_mean": [
|
| 54 |
-
0.48145466,
|
| 55 |
-
0.4578275,
|
| 56 |
-
"0.40821073"
|
| 57 |
-
],
|
| 58 |
-
"image_std": [
|
| 59 |
-
"0.26862954",
|
| 60 |
-
"0.26130258",
|
| 61 |
-
"0.27577711"
|
| 62 |
-
],
|
| 63 |
-
"resample": 3,
|
| 64 |
-
"size": 224
|
| 65 |
-
}
|
| 66 |
-
|
| 67 |
-
Filename: config.json
|
| 68 |
-
Content: {
|
| 69 |
-
"_commit_hash": "4bb648a606ef040e7685bde262611766a5fdd67b",
|
| 70 |
-
"_name_or_path": "CompVis/stable-diffusion-safety-checker",
|
| 71 |
-
"architectures": [
|
| 72 |
-
"StableDiffusionSafetyChecker"
|
| 73 |
-
],
|
| 74 |
-
"initializer_factor": 1.0,
|
| 75 |
-
"logit_scale_init_value": 2.6592,
|
| 76 |
-
"model_type": "clip",
|
| 77 |
-
"projection_dim": 768,
|
| 78 |
-
"text_config": {
|
| 79 |
-
"_name_or_path": "",
|
| 80 |
-
"add_cross_attention": false,
|
| 81 |
-
"architectures": null,
|
| 82 |
-
"attention_dropout": 0.0,
|
| 83 |
-
"bad_words_ids": null,
|
| 84 |
-
"bos_token_id": 0,
|
| 85 |
-
"chunk_size_feed_forward": 0,
|
| 86 |
-
"cross_attention_hidden_size": null,
|
| 87 |
-
"decoder_start_token_id": null,
|
| 88 |
-
"diversity_penalty": 0.0,
|
| 89 |
-
"do_sample": false,
|
| 90 |
-
"dropout": 0.0,
|
| 91 |
-
"early_stopping": false,
|
| 92 |
-
"encoder_no_repeat_ngram_size": 0,
|
| 93 |
-
"eos_token_id": 2,
|
| 94 |
-
"exponential_decay_length_penalty": null,
|
| 95 |
-
"finetuning_task": null,
|
| 96 |
-
"forced_bos_token_id": null,
|
| 97 |
-
"forced_eos_token_id": null,
|
| 98 |
-
"hidden_act": "quick_gelu",
|
| 99 |
-
"hidden_size": 768,
|
| 100 |
-
"id2label": {
|
| 101 |
-
"0": "LABEL_0",
|
| 102 |
-
"1": "LABEL_1"
|
| 103 |
-
},
|
| 104 |
-
"initializer_factor": 1.0,
|
| 105 |
-
"initializer_range": 0.02,
|
| 106 |
-
"intermediate_size": 3072,
|
| 107 |
-
"is_decoder": false,
|
| 108 |
-
"is_encoder_decoder": false,
|
| 109 |
-
"label2id": {
|
| 110 |
-
"LABEL_0": 0,
|
| 111 |
-
"LABEL_1": 1
|
| 112 |
-
},
|
| 113 |
-
"layer_norm_eps": 1e-05,
|
| 114 |
-
"length_penalty": 1.0,
|
| 115 |
-
"max_length": 20,
|
| 116 |
-
"max_position_embeddings": 77,
|
| 117 |
-
"min_length": 0,
|
| 118 |
-
"model_type": "clip_text_model",
|
| 119 |
-
"no_repeat_ngram_size": 0,
|
| 120 |
-
"num_attention_heads": 12,
|
| 121 |
-
"num_beam_groups": 1,
|
| 122 |
-
"num_beams": 1,
|
| 123 |
-
"num_hidden_layers": 12,
|
| 124 |
-
"num_return_sequences": 1,
|
| 125 |
-
"output_attentions": false,
|
| 126 |
-
"output_hidden_states": false,
|
| 127 |
-
"output_scores": false,
|
| 128 |
-
"pad_token_id": 1,
|
| 129 |
-
"prefix": null,
|
| 130 |
-
"problem_type": null,
|
| 131 |
-
"pruned_heads": {},
|
| 132 |
-
"remove_invalid_values": false,
|
| 133 |
-
"repetition_penalty": 1.0,
|
| 134 |
-
"return_dict": true,
|
| 135 |
-
"return_dict_in_generate": false,
|
| 136 |
-
"sep_token_id": null,
|
| 137 |
-
"task_specific_params": null,
|
| 138 |
-
"temperature": 1.0,
|
| 139 |
-
"tf_legacy_loss": false,
|
| 140 |
-
"tie_encoder_decoder": false,
|
| 141 |
-
"tie_word_embeddings": true,
|
| 142 |
-
"tokenizer_class": null,
|
| 143 |
-
"top_k": 50,
|
| 144 |
-
"top_p": 1.0,
|
| 145 |
-
"torch_dtype": null,
|
| 146 |
-
"torchscript": false,
|
| 147 |
-
"transformers_version": "4.22.0.dev0",
|
| 148 |
-
"typical_p": 1.0,
|
| 149 |
-
"use_bfloat16": false,
|
| 150 |
-
"vocab_size": 49408
|
| 151 |
-
},
|
| 152 |
-
"text_config_dict": {
|
| 153 |
-
"hidden_size": 768,
|
| 154 |
-
"intermediate_size": 3072,
|
| 155 |
-
"num_attention_heads": 12,
|
| 156 |
-
"num_hidden_layers": 12
|
| 157 |
-
},
|
| 158 |
-
"torch_dtype": "float32",
|
| 159 |
-
"transformers_version": null,
|
| 160 |
-
"vision_config": {
|
| 161 |
-
"_name_or_path": "",
|
| 162 |
-
"add_cross_attention": false,
|
| 163 |
-
"architectures": null,
|
| 164 |
-
"attention_dropout": 0.0,
|
| 165 |
-
"bad_words_ids": null,
|
| 166 |
-
"bos_token_id": null,
|
| 167 |
-
"chunk_size_feed_forward": 0,
|
| 168 |
-
"cross_attention_hidden_size": null,
|
| 169 |
-
"decoder_start_token_id": null,
|
| 170 |
-
"diversity_penalty": 0.0,
|
| 171 |
-
"do_sample": false,
|
| 172 |
-
"dropout": 0.0,
|
| 173 |
-
"early_stopping": false,
|
| 174 |
-
"encoder_no_repeat_ngram_size": 0,
|
| 175 |
-
"eos_token_id": null,
|
| 176 |
-
"exponential_decay_length_penalty": null,
|
| 177 |
-
"finetuning_task": null,
|
| 178 |
-
"forced_bos_token_id": null,
|
| 179 |
-
"forced_eos_token_id": null,
|
| 180 |
-
"hidden_act": "quick_gelu",
|
| 181 |
-
"hidden_size": 1024,
|
| 182 |
-
"id2label": {
|
| 183 |
-
"0": "LABEL_0",
|
| 184 |
-
"1": "LABEL_1"
|
| 185 |
-
},
|
| 186 |
-
"image_size": 224,
|
| 187 |
-
"initializer_factor": 1.0,
|
| 188 |
-
"initializer_range": 0.02,
|
| 189 |
-
"intermediate_size": 4096,
|
| 190 |
-
"is_decoder": false,
|
| 191 |
-
"is_encoder_decoder": false,
|
| 192 |
-
"label2id": {
|
| 193 |
-
"LABEL_0": 0,
|
| 194 |
-
"LABEL_1": 1
|
| 195 |
-
},
|
| 196 |
-
"layer_norm_eps": 1e-05,
|
| 197 |
-
"length_penalty": 1.0,
|
| 198 |
-
"max_length": 20,
|
| 199 |
-
"min_length": 0,
|
| 200 |
-
"model_type": "clip_vision_model",
|
| 201 |
-
"no_repeat_ngram_size": 0,
|
| 202 |
-
"num_attention_heads": 16,
|
| 203 |
-
"num_beam_groups": 1,
|
| 204 |
-
"num_beams": 1,
|
| 205 |
-
"num_channels": 3,
|
| 206 |
-
"num_hidden_layers": 24,
|
| 207 |
-
"num_return_sequences": 1,
|
| 208 |
-
"output_attentions": false,
|
| 209 |
-
"output_hidden_states": false,
|
| 210 |
-
"output_scores": false,
|
| 211 |
-
"pad_token_id": null,
|
| 212 |
-
"patch_size": 14,
|
| 213 |
-
"prefix": null,
|
| 214 |
-
"problem_type": null,
|
| 215 |
-
"pruned_heads": {},
|
| 216 |
-
"remove_invalid_values": false,
|
| 217 |
-
"repetition_penalty": 1.0,
|
| 218 |
-
"return_dict": true,
|
| 219 |
-
"return_dict_in_generate": false,
|
| 220 |
-
"sep_token_id": null,
|
| 221 |
-
"task_specific_params": null,
|
| 222 |
-
"temperature": 1.0,
|
| 223 |
-
"tf_legacy_loss": false,
|
| 224 |
-
"tie_encoder_decoder": false,
|
| 225 |
-
"tie_word_embeddings": true,
|
| 226 |
-
"tokenizer_class": null,
|
| 227 |
-
"top_k": 50,
|
| 228 |
-
"top_p": 1.0,
|
| 229 |
-
"torch_dtype": null,
|
| 230 |
-
"torchscript": false,
|
| 231 |
-
"transformers_version": "4.22.0.dev0",
|
| 232 |
-
"typical_p": 1.0,
|
| 233 |
-
"use_bfloat16": false
|
| 234 |
-
},
|
| 235 |
-
"vision_config_dict": {
|
| 236 |
-
"hidden_size": 1024,
|
| 237 |
-
"intermediate_size": 4096,
|
| 238 |
-
"num_attention_heads": 16,
|
| 239 |
-
"num_hidden_layers": 24,
|
| 240 |
-
"patch_size": 14
|
| 241 |
-
}
|
| 242 |
-
}
|
| 243 |
-
|
| 244 |
-
Filename: config.json
|
| 245 |
-
Content: {
|
| 246 |
-
"_class_name": "AutoencoderKL",
|
| 247 |
-
"_diffusers_version": "0.6.0",
|
| 248 |
-
"act_fn": "silu",
|
| 249 |
-
"block_out_channels": [
|
| 250 |
-
128,
|
| 251 |
-
256,
|
| 252 |
-
512,
|
| 253 |
-
512
|
| 254 |
-
],
|
| 255 |
-
"down_block_types": [
|
| 256 |
-
"DownEncoderBlock2D",
|
| 257 |
-
"DownEncoderBlock2D",
|
| 258 |
-
"DownEncoderBlock2D",
|
| 259 |
-
"DownEncoderBlock2D"
|
| 260 |
-
],
|
| 261 |
-
"in_channels": 3,
|
| 262 |
-
"latent_channels": 4,
|
| 263 |
-
"layers_per_block": 2,
|
| 264 |
-
"norm_num_groups": 32,
|
| 265 |
-
"out_channels": 3,
|
| 266 |
-
"sample_size": 512,
|
| 267 |
-
"up_block_types": [
|
| 268 |
-
"UpDecoderBlock2D",
|
| 269 |
-
"UpDecoderBlock2D",
|
| 270 |
-
"UpDecoderBlock2D",
|
| 271 |
-
"UpDecoderBlock2D"
|
| 272 |
-
]
|
| 273 |
-
}
|
| 274 |
-
|
| 275 |
-
Filename: vocab.json
|
| 276 |
-
Content: Content of the file is larger than 50 KB, too long to display.
|
| 277 |
-
|
| 278 |
-
Filename: special_tokens_map.json
|
| 279 |
-
Content: {
|
| 280 |
-
"bos_token": {
|
| 281 |
-
"content": "<|startoftext|>",
|
| 282 |
-
"lstrip": false,
|
| 283 |
-
"normalized": true,
|
| 284 |
-
"rstrip": false,
|
| 285 |
-
"single_word": false
|
| 286 |
-
},
|
| 287 |
-
"eos_token": {
|
| 288 |
-
"content": "<|endoftext|>",
|
| 289 |
-
"lstrip": false,
|
| 290 |
-
"normalized": true,
|
| 291 |
-
"rstrip": false,
|
| 292 |
-
"single_word": false
|
| 293 |
-
},
|
| 294 |
-
"pad_token": "<|endoftext|>",
|
| 295 |
-
"unk_token": {
|
| 296 |
-
"content": "<|endoftext|>",
|
| 297 |
-
"lstrip": false,
|
| 298 |
-
"normalized": true,
|
| 299 |
-
"rstrip": false,
|
| 300 |
-
"single_word": false
|
| 301 |
-
}
|
| 302 |
-
}
|
| 303 |
-
|
| 304 |
-
Filename: tokenizer_config.json
|
| 305 |
-
Content: {
|
| 306 |
-
"add_prefix_space": false,
|
| 307 |
-
"bos_token": {
|
| 308 |
-
"__type": "AddedToken",
|
| 309 |
-
"content": "<|startoftext|>",
|
| 310 |
-
"lstrip": false,
|
| 311 |
-
"normalized": true,
|
| 312 |
-
"rstrip": false,
|
| 313 |
-
"single_word": false
|
| 314 |
-
},
|
| 315 |
-
"do_lower_case": true,
|
| 316 |
-
"eos_token": {
|
| 317 |
-
"__type": "AddedToken",
|
| 318 |
-
"content": "<|endoftext|>\",
|
| 319 |
-
\"lstrip\": false,
|
| 320 |
-
\"normalized\": true,
|
| 321 |
-
\"rstrip\": false,
|
| 322 |
-
\"single_word\": false
|
| 323 |
-
},
|
| 324 |
-
"errors": "replace",
|
| 325 |
-
"model_max_length": 77,
|
| 326 |
-
"name_or_path": "openai/clip-vit-large-patch14",
|
| 327 |
-
"pad_token": "<|endoftext|>",
|
| 328 |
-
"special_tokens_map_file": "./special_tokens_map.json",
|
| 329 |
-
"tokenizer_class": "CLIPTokenizer",
|
| 330 |
-
"unk_token": {
|
| 331 |
-
"__type": "AddedToken",
|
| 332 |
-
"content": "<|endoftext|>",
|
| 333 |
-
"lstrip": false,
|
| 334 |
-
"normalized": true,
|
| 335 |
-
"rstrip": false,
|
| 336 |
-
"single_word": false
|
| 337 |
-
}
|
| 338 |
-
}
|
| 339 |
-
|
| 340 |
-
Filename: config.json
|
| 341 |
-
Content: {
|
| 342 |
-
"_class_name": "UNet2DConditionModel",
|
| 343 |
-
"_diffusers_version": "0.28.2",
|
| 344 |
-
"_name_or_path": "/home/share/Loopfree/pretrained/loopfree-step4-sd15",
|
| 345 |
-
"act_fn": "silu",
|
| 346 |
-
"addition_embed_type": null,
|
| 347 |
-
"addition_embed_type_num_heads": 64,
|
| 348 |
-
"addition_time_embed_dim": null,
|
| 349 |
-
"attention_head_dim": 8,
|
| 350 |
-
"attention_type": "default",
|
| 351 |
-
"block_out_channels": [
|
| 352 |
-
320,
|
| 353 |
-
640,
|
| 354 |
-
1280,
|
| 355 |
-
1280
|
| 356 |
-
],
|
| 357 |
-
"center_input_sample": false,
|
| 358 |
-
"class_embed_type": null,
|
| 359 |
-
"class_embeddings_concat": false,
|
| 360 |
-
"conv_in_kernel": 3,
|
| 361 |
-
"conv_out_kernel": 3,
|
| 362 |
-
"cross_attention_dim": 768,
|
| 363 |
-
"cross_attention_norm": null,
|
| 364 |
-
"decay": 0.9999,
|
| 365 |
-
"down_block_types": [
|
| 366 |
-
"CrossAttnDownBlock2D",
|
| 367 |
-
"CrossAttnDownBlock2D",
|
| 368 |
-
"CrossAttnDownBlock2D",
|
| 369 |
-
"DownBlock2D"
|
| 370 |
-
],
|
| 371 |
-
"downsample_padding": 1,
|
| 372 |
-
"dropout": 0.0,
|
| 373 |
-
"dual_cross_attention": false,
|
| 374 |
-
"encoder_hid_dim": null,
|
| 375 |
-
"encoder_hid_dim_type": null,
|
| 376 |
-
"flip_sin_to_cos": true,
|
| 377 |
-
"freq_shift": 0,
|
| 378 |
-
"in_channels": 4,
|
| 379 |
-
"inv_gamma": 1.0,
|
| 380 |
-
"layers_per_block": 2,
|
| 381 |
-
"mid_block_only_cross_attention": null,
|
| 382 |
-
"mid_block_scale_factor": 1,
|
| 383 |
-
"mid_block_type": "UNetMidBlock2DCrossAttn",
|
| 384 |
-
"min_decay": 0.0,
|
| 385 |
-
"norm_eps": 1e-05,
|
| 386 |
-
"norm_num_groups": 32,
|
| 387 |
-
"num_attention_heads": null,
|
| 388 |
-
"num_class_embeds": null,
|
| 389 |
-
"only_cross_attention": false,
|
| 390 |
-
"optimization_step": 10000,
|
| 391 |
-
"out_channels": 4,
|
| 392 |
-
"power": 0.6666666666666666,
|
| 393 |
-
"projection_class_embeddings_input_dim": null,
|
| 394 |
-
"resnet_out_scale_factor": 1.0,
|
| 395 |
-
"resnet_skip_time_act": false,
|
| 396 |
-
"resnet_time_scale_shift": "default",
|
| 397 |
-
"reverse_transformer_layers_per_block": null,
|
| 398 |
-
"sample_size": 64,
|
| 399 |
-
"time_cond_proj_dim": null,
|
| 400 |
-
"time_embedding_act_fn": null,
|
| 401 |
-
"time_embedding_dim": null,
|
| 402 |
-
"time_embedding_type": "positional",
|
| 403 |
-
"timestep_post_act": null,
|
| 404 |
-
"transformer_layers_per_block": 1,
|
| 405 |
-
"up_block_types": [
|
| 406 |
-
"UpBlock2D",
|
| 407 |
-
"CrossAttnUpBlock2D",
|
| 408 |
-
"CrossAttnUpBlock2D",
|
| 409 |
-
"CrossAttnUpBlock2D"
|
| 410 |
-
],
|
| 411 |
-
"upcast_attention": false,
|
| 412 |
-
"update_after_step": 0,
|
| 413 |
-
"use_ema_warmup": false,
|
| 414 |
-
"use_linear_projection": false
|
| 415 |
-
}
|
| 416 |
-
|
| 417 |
-
Filename: scheduler_config.json
|
| 418 |
-
Content: {
|
| 419 |
-
"_class_name": "PNDMScheduler",
|
| 420 |
-
"_diffusers_version": "0.6.0",
|
| 421 |
-
"beta_end": 0.012,
|
| 422 |
-
"beta_schedule": "scaled_linear",
|
| 423 |
-
"beta_start": 0.00085,
|
| 424 |
-
"num_train_timesteps": 1000,
|
| 425 |
-
"set_alpha_to_one": false,
|
| 426 |
-
"skip_prk_steps": true,
|
| 427 |
-
"steps_offset": 1,
|
| 428 |
-
"trained_betas": null,
|
| 429 |
-
"clip_sample": false
|
| 430 |
-
}
|
| 431 |
-
|
| 432 |
-
Filename: config.json
|
| 433 |
-
Content: {
|
| 434 |
-
"_name_or_path": "openai/clip-vit-large-patch14",
|
| 435 |
-
"architectures": [
|
| 436 |
-
"CLIPTextModel"
|
| 437 |
-
],
|
| 438 |
-
"attention_dropout": 0.0,
|
| 439 |
-
"bos_token_id": 0,
|
| 440 |
-
"dropout": 0.0,
|
| 441 |
-
"eos_token_id": 2,
|
| 442 |
-
"hidden_act": "quick_gelu",
|
| 443 |
-
"hidden_size": 768,
|
| 444 |
-
"initializer_factor": 1.0,
|
| 445 |
-
"initializer_range": 0.02,
|
| 446 |
-
"intermediate_size": 3072,
|
| 447 |
-
"layer_norm_eps": 1e-05,
|
| 448 |
-
"max_position_embeddings": 77,
|
| 449 |
-
"model_type": "clip_text_model",
|
| 450 |
-
"num_attention_heads": 12,
|
| 451 |
-
"num_hidden_layers": 12,
|
| 452 |
-
"pad_token_id": 1,
|
| 453 |
-
"projection_dim": 768,
|
| 454 |
-
"torch_dtype": "float32",
|
| 455 |
-
"transformers_version": "4.22.0.dev0",
|
| 456 |
-
"vocab_size": 49408
|
| 457 |
-
}
|
| 458 |
-
|
| 459 |
This model implements the method described in the paper [One-Way Ticket:Time-Independent Unified Encoder for Distilling Text-to-Image Diffusion Models](https://huggingface.co/papers/2505.21960).
|
|
|
|
| 460 |
Github repository: https://github.com/sen-mao/Loopfree
|
|
|
|
| 4 |
library_name: diffusers
|
| 5 |
---
|
| 6 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 7 |
This model implements the method described in the paper [One-Way Ticket:Time-Independent Unified Encoder for Distilling Text-to-Image Diffusion Models](https://huggingface.co/papers/2505.21960).
|
| 8 |
+
|
| 9 |
Github repository: https://github.com/sen-mao/Loopfree
|