Instructions to use cs3customs/wan2.2_i2v_14b_int8_diffusers with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Diffusers
How to use cs3customs/wan2.2_i2v_14b_int8_diffusers with Diffusers:
pip install -U diffusers transformers accelerate
import torch from diffusers import DiffusionPipeline # switch to "mps" for apple devices pipe = DiffusionPipeline.from_pretrained("cs3customs/wan2.2_i2v_14b_int8_diffusers", dtype=torch.bfloat16, device_map="cuda") prompt = "Astronaut in a jungle, cold color palette, muted colors, detailed, 8k" image = pipe(prompt).images[0] - Notebooks
- Google Colab
- Kaggle
Upload folder using huggingface_hub
Browse files- .gitattributes +1 -0
- model_index.json +39 -0
- scheduler/scheduler_config.json +33 -0
- text_encoder/config.json +49 -0
- text_encoder/model-00001-of-00004.safetensors +3 -0
- text_encoder/model-00002-of-00004.safetensors +3 -0
- text_encoder/model-00003-of-00004.safetensors +3 -0
- text_encoder/model-00004-of-00004.safetensors +3 -0
- text_encoder/model.safetensors.index.json +538 -0
- tokenizer/tokenizer.json +3 -0
- tokenizer/tokenizer_config.json +317 -0
- transformer/config.json +40 -0
- transformer/diffusion_pytorch_model-00001-of-00005.safetensors +3 -0
- transformer/diffusion_pytorch_model-00002-of-00005.safetensors +3 -0
- transformer/diffusion_pytorch_model-00003-of-00005.safetensors +3 -0
- transformer/diffusion_pytorch_model-00004-of-00005.safetensors +3 -0
- transformer/diffusion_pytorch_model-00005-of-00005.safetensors +3 -0
- transformer/diffusion_pytorch_model.safetensors.index.json +0 -0
- transformer_2/config.json +40 -0
- transformer_2/diffusion_pytorch_model-00001-of-00005.safetensors +3 -0
- transformer_2/diffusion_pytorch_model-00002-of-00005.safetensors +3 -0
- transformer_2/diffusion_pytorch_model-00003-of-00005.safetensors +3 -0
- transformer_2/diffusion_pytorch_model-00004-of-00005.safetensors +3 -0
- transformer_2/diffusion_pytorch_model-00005-of-00005.safetensors +3 -0
- transformer_2/diffusion_pytorch_model.safetensors.index.json +0 -0
- vae/config.json +64 -0
- vae/diffusion_pytorch_model.safetensors +3 -0
.gitattributes
CHANGED
|
@@ -33,3 +33,4 @@ saved_model/**/* 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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*.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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tokenizer/tokenizer.json filter=lfs diff=lfs merge=lfs -text
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model_index.json
ADDED
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@@ -0,0 +1,39 @@
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{
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"_class_name": "WanImageToVideoPipeline",
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"_diffusers_version": "0.41.0",
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"_name_or_path": "cs3customs/wan2.2_i2v_14b_fp16_diffusers",
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"boundary_ratio": 0.9,
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"expand_timesteps": false,
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"image_encoder": [
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null,
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null
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],
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"image_processor": [
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null,
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null
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],
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"scheduler": [
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"diffusers",
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"UniPCMultistepScheduler"
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],
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| 19 |
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"text_encoder": [
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"transformers",
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"UMT5EncoderModel"
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],
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"tokenizer": [
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"transformers",
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"T5Tokenizer"
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],
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| 27 |
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"transformer": [
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"diffusers",
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"WanTransformer3DModel"
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| 30 |
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],
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| 31 |
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"transformer_2": [
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"diffusers",
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"WanTransformer3DModel"
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],
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"vae": [
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"diffusers",
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"AutoencoderKLWan"
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]
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}
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scheduler/scheduler_config.json
ADDED
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@@ -0,0 +1,33 @@
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{
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"_class_name": "UniPCMultistepScheduler",
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"_diffusers_version": "0.41.0",
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"beta_end": 0.02,
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"beta_schedule": "linear",
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"beta_start": 0.0001,
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"disable_corrector": [],
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"dynamic_thresholding_ratio": 0.995,
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"final_sigmas_type": "zero",
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+
"flow_shift": 3.0,
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| 11 |
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"lower_order_final": true,
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| 12 |
+
"num_train_timesteps": 1000,
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| 13 |
+
"predict_x0": true,
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"prediction_type": "flow_prediction",
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| 15 |
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"rescale_betas_zero_snr": false,
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| 16 |
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"sample_max_value": 1.0,
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| 17 |
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"shift_terminal": null,
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| 18 |
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"sigma_max": null,
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"sigma_min": null,
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| 20 |
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"solver_order": 2,
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"solver_p": null,
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"solver_type": "bh2",
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"steps_offset": 0,
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"thresholding": false,
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"time_shift_type": "exponential",
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| 26 |
+
"timestep_spacing": "linspace",
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| 27 |
+
"trained_betas": null,
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| 28 |
+
"use_beta_sigmas": false,
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| 29 |
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"use_dynamic_shifting": false,
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| 30 |
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"use_exponential_sigmas": false,
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| 31 |
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"use_flow_sigmas": true,
|
| 32 |
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"use_karras_sigmas": false
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| 33 |
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}
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text_encoder/config.json
ADDED
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@@ -0,0 +1,49 @@
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{
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"architectures": [
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"UMT5EncoderModel"
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],
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"classifier_dropout": 0.0,
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"d_ff": 10240,
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"d_kv": 64,
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+
"d_model": 4096,
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+
"decoder_start_token_id": 0,
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"dense_act_fn": "gelu_new",
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"dropout_rate": 0.1,
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| 12 |
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"dtype": "float16",
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| 13 |
+
"eos_token_id": 1,
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| 14 |
+
"feed_forward_proj": "gated-gelu",
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| 15 |
+
"initializer_factor": 1.0,
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| 16 |
+
"is_decoder": false,
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| 17 |
+
"is_encoder_decoder": true,
|
| 18 |
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"is_gated_act": true,
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| 19 |
+
"layer_norm_epsilon": 1e-06,
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| 20 |
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"model_type": "umt5",
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| 21 |
+
"num_decoder_layers": 24,
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| 22 |
+
"num_heads": 64,
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| 23 |
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"num_layers": 24,
|
| 24 |
+
"output_past": true,
|
| 25 |
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"pad_token_id": 0,
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| 26 |
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"quantization_config": {
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"_load_in_4bit": false,
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| 28 |
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"_load_in_8bit": true,
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| 29 |
+
"bnb_4bit_compute_dtype": "float32",
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| 30 |
+
"bnb_4bit_quant_storage": "uint8",
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| 31 |
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"bnb_4bit_quant_type": "fp4",
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| 32 |
+
"bnb_4bit_use_double_quant": false,
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| 33 |
+
"llm_int8_enable_fp32_cpu_offload": false,
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| 34 |
+
"llm_int8_has_fp16_weight": false,
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| 35 |
+
"llm_int8_skip_modules": null,
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| 36 |
+
"llm_int8_threshold": 6.0,
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| 37 |
+
"load_in_4bit": false,
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| 38 |
+
"load_in_8bit": true,
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| 39 |
+
"quant_method": "bitsandbytes"
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| 40 |
+
},
|
| 41 |
+
"relative_attention_max_distance": 128,
|
| 42 |
+
"relative_attention_num_buckets": 32,
|
| 43 |
+
"scalable_attention": true,
|
| 44 |
+
"tie_word_embeddings": true,
|
| 45 |
+
"tokenizer_class": "T5Tokenizer",
|
| 46 |
+
"transformers_version": "5.20.2",
|
| 47 |
+
"use_cache": true,
|
| 48 |
+
"vocab_size": 256384
|
| 49 |
+
}
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text_encoder/model-00001-of-00004.safetensors
ADDED
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version https://git-lfs.github.com/spec/v1
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+
oid sha256:de92b4f9d9959c7cda061017b281a8da4cf2b407d2b41f4388a6802ce6ea4fb8
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| 3 |
+
size 2979653331
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text_encoder/model-00002-of-00004.safetensors
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version https://git-lfs.github.com/spec/v1
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size 2912382975
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text_encoder/model-00003-of-00004.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:ca9e4d5e880e32182037cbbc77be1798d25046ef61cca91ad3035cd57a593fbc
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size 1762477622
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text_encoder/model-00004-of-00004.safetensors
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version https://git-lfs.github.com/spec/v1
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size 2100297856
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text_encoder/model.safetensors.index.json
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transformer/config.json
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transformer_2/config.json
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{
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transformer_2/diffusion_pytorch_model-00001-of-00005.safetensors
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transformer_2/diffusion_pytorch_model-00002-of-00005.safetensors
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vae/config.json
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vae/diffusion_pytorch_model.safetensors
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