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- .gitattributes +25 -0
- Wan2.2-I2V-A14B/Wan2.1_VAE.pth +3 -0
- Wan2.2-I2V-A14B/assets/comp_effic.png +3 -0
- Wan2.2-I2V-A14B/assets/logo.png +0 -0
- Wan2.2-I2V-A14B/assets/moe_2.png +3 -0
- Wan2.2-I2V-A14B/assets/moe_arch.png +0 -0
- Wan2.2-I2V-A14B/assets/performance.png +3 -0
- Wan2.2-I2V-A14B/assets/vae.png +3 -0
- Wan2.2-I2V-A14B/configuration.json +1 -0
- Wan2.2-I2V-A14B/examples/i2v_input.JPG +3 -0
- Wan2.2-I2V-A14B/google/umt5-xxl/special_tokens_map.json +308 -0
- Wan2.2-I2V-A14B/google/umt5-xxl/spiece.model +3 -0
- Wan2.2-I2V-A14B/google/umt5-xxl/tokenizer.json +3 -0
- Wan2.2-I2V-A14B/google/umt5-xxl/tokenizer_config.json +2748 -0
- Wan2.2-I2V-A14B/high_noise_model/config.json +14 -0
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- Wan2.2-I2V-A14B/high_noise_model/diffusion_pytorch_model-00003-of-00006.safetensors +3 -0
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- Wan2.2-I2V-A14B/high_noise_model/diffusion_pytorch_model-00006-of-00006.safetensors +3 -0
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- Wan2.2-I2V-A14B/low_noise_model/diffusion_pytorch_model-00002-of-00006.safetensors +3 -0
- Wan2.2-I2V-A14B/low_noise_model/diffusion_pytorch_model-00003-of-00006.safetensors +3 -0
- Wan2.2-I2V-A14B/low_noise_model/diffusion_pytorch_model-00004-of-00006.safetensors +3 -0
- Wan2.2-I2V-A14B/low_noise_model/diffusion_pytorch_model-00005-of-00006.safetensors +3 -0
- Wan2.2-I2V-A14B/low_noise_model/diffusion_pytorch_model-00006-of-00006.safetensors +3 -0
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- Wan2.2-I2V-A14B/models_t5_umt5-xxl-enc-bf16.pth +3 -0
- Wan2.2-I2V-A14B/nohup.out +0 -0
- Wan2.2-Lightning/Wan2.2-I2V-A14B-4steps-lora-rank64-Seko-V1/Wan2.2-I2V-A14B-4steps-lora-rank64-Seko-V1-NativeComfy.json +1090 -0
- Wan2.2-Lightning/Wan2.2-I2V-A14B-4steps-lora-rank64-Seko-V1/Wan2.2-I2V-A14B-4steps-lora-rank64-Seko-V1-forKJ.json +1855 -0
- Wan2.2-Lightning/Wan2.2-I2V-A14B-4steps-lora-rank64-Seko-V1/Wan2.2-I2V-A14B-4steps-lora-rank64-Seko-V1-forKJ.mp4 +3 -0
- Wan2.2-Lightning/Wan2.2-I2V-A14B-4steps-lora-rank64-Seko-V1/high_noise_model.safetensors +3 -0
- Wan2.2-Lightning/Wan2.2-I2V-A14B-4steps-lora-rank64-Seko-V1/low_noise_model.safetensors +3 -0
- Wan2.2-Lightning/Wan2.2-T2V-A14B-4steps-lora-rank64-Seko-V1.1/Wan2.2-T2V-A14B-4steps-lora-rank64-Seko-V1.1-NativeComfy.json +980 -0
- Wan2.2-Lightning/Wan2.2-T2V-A14B-4steps-lora-rank64-Seko-V1.1/Wan2.2-T2V-A14B-4steps-lora-rank64-Seko-V1.1-forKJ.json +1642 -0
- Wan2.2-Lightning/Wan2.2-T2V-A14B-4steps-lora-rank64-Seko-V1.1/Wan2.2-T2V-A14B-4steps-lora-rank64-Seko-V1.1-forKJ.mp4 +3 -0
- Wan2.2-Lightning/Wan2.2-T2V-A14B-4steps-lora-rank64-Seko-V1.1/high_noise_model.safetensors +3 -0
- Wan2.2-Lightning/Wan2.2-T2V-A14B-4steps-lora-rank64-Seko-V1.1/low_noise_model.safetensors +3 -0
- Wan2.2-Lightning/Wan2.2-T2V-A14B-4steps-lora-rank64-Seko-V1/README.md +54 -0
- Wan2.2-Lightning/Wan2.2-T2V-A14B-4steps-lora-rank64-Seko-V1/Wan2.2-T2V-A14B-4steps-lora-rank64-Seko-V1-NativeComfy.json +980 -0
- Wan2.2-Lightning/Wan2.2-T2V-A14B-4steps-lora-rank64-Seko-V1/high_noise_model.safetensors +3 -0
- Wan2.2-Lightning/Wan2.2-T2V-A14B-4steps-lora-rank64-Seko-V1/low_noise_model.safetensors +3 -0
- Wan2.2-T2V-A14B/Wan2.1_VAE.pth +3 -0
- Wan2.2-T2V-A14B/assets/comp_effic.png +3 -0
- Wan2.2-T2V-A14B/assets/logo.png +0 -0
- Wan2.2-T2V-A14B/assets/moe_2.png +3 -0
.gitattributes
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Wan2.2-Lightning/Wan2.2-I2V-A14B-4steps-lora-rank64-Seko-V1/Wan2.2-I2V-A14B-4steps-lora-rank64-Seko-V1-forKJ.mp4 filter=lfs diff=lfs merge=lfs -text
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Wan2.2-Lightning/Wan2.2-T2V-A14B-4steps-lora-rank64-Seko-V1.1/Wan2.2-T2V-A14B-4steps-lora-rank64-Seko-V1.1-forKJ.mp4 filter=lfs diff=lfs merge=lfs -text
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Wan2.2-T2V-A14B/google/umt5-xxl/tokenizer.json filter=lfs diff=lfs merge=lfs -text
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Wan2.2-T2V-A14B/wan2.2_t2v_high_noise_14B_Q8_0.gguf filter=lfs diff=lfs merge=lfs -text
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Wan2.2-T2V-A14B/wan2.2_t2v_low_noise_14B_Q8_0.gguf filter=lfs diff=lfs merge=lfs -text
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Wan2.2-I2V-A14B/Wan2.1_VAE.pth
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size 507609880
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Wan2.2-I2V-A14B/assets/comp_effic.png
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{"framework":"Pytorch","task":"image-to-video"}
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Wan2.2-I2V-A14B/examples/i2v_input.JPG
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| 264 |
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| 265 |
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| 266 |
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| 267 |
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| 273 |
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| 275 |
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| 278 |
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| 279 |
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| 280 |
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| 281 |
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| 282 |
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| 283 |
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| 284 |
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|
| 285 |
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|
| 286 |
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| 287 |
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| 288 |
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| 289 |
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| 290 |
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| 291 |
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|
| 292 |
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|
| 293 |
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| 294 |
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|
| 295 |
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| 296 |
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|
| 297 |
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| 298 |
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| 299 |
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|
| 300 |
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|
| 301 |
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"<extra_id_298>",
|
| 302 |
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"<extra_id_299>"
|
| 303 |
+
],
|
| 304 |
+
"bos_token": "<s>",
|
| 305 |
+
"eos_token": "</s>",
|
| 306 |
+
"pad_token": "<pad>",
|
| 307 |
+
"unk_token": "<unk>"
|
| 308 |
+
}
|
Wan2.2-I2V-A14B/google/umt5-xxl/spiece.model
ADDED
|
@@ -0,0 +1,3 @@
|
|
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|
|
|
|
|
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|
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|
| 1 |
+
version https://git-lfs.github.com/spec/v1
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| 2 |
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oid sha256:e3909a67b780650b35cf529ac782ad2b6b26e6d1f849d3fbb6a872905f452458
|
| 3 |
+
size 4548313
|
Wan2.2-I2V-A14B/google/umt5-xxl/tokenizer.json
ADDED
|
@@ -0,0 +1,3 @@
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|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
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oid sha256:6e197b4d3dbd71da14b4eb255f4fa91c9c1f2068b20a2de2472967ca3d22602b
|
| 3 |
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size 16837417
|
Wan2.2-I2V-A14B/google/umt5-xxl/tokenizer_config.json
ADDED
|
@@ -0,0 +1,2748 @@
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|
|
|
|
|
|
|
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|
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|
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|
| 1 |
+
{
|
| 2 |
+
"added_tokens_decoder": {
|
| 3 |
+
"0": {
|
| 4 |
+
"content": "<pad>",
|
| 5 |
+
"lstrip": false,
|
| 6 |
+
"normalized": false,
|
| 7 |
+
"rstrip": false,
|
| 8 |
+
"single_word": false,
|
| 9 |
+
"special": true
|
| 10 |
+
},
|
| 11 |
+
"1": {
|
| 12 |
+
"content": "</s>",
|
| 13 |
+
"lstrip": false,
|
| 14 |
+
"normalized": false,
|
| 15 |
+
"rstrip": false,
|
| 16 |
+
"single_word": false,
|
| 17 |
+
"special": true
|
| 18 |
+
},
|
| 19 |
+
"2": {
|
| 20 |
+
"content": "<s>",
|
| 21 |
+
"lstrip": false,
|
| 22 |
+
"normalized": false,
|
| 23 |
+
"rstrip": false,
|
| 24 |
+
"single_word": false,
|
| 25 |
+
"special": true
|
| 26 |
+
},
|
| 27 |
+
"3": {
|
| 28 |
+
"content": "<unk>",
|
| 29 |
+
"lstrip": false,
|
| 30 |
+
"normalized": false,
|
| 31 |
+
"rstrip": false,
|
| 32 |
+
"single_word": false,
|
| 33 |
+
"special": true
|
| 34 |
+
},
|
| 35 |
+
"256000": {
|
| 36 |
+
"content": "<extra_id_299>",
|
| 37 |
+
"lstrip": false,
|
| 38 |
+
"normalized": false,
|
| 39 |
+
"rstrip": false,
|
| 40 |
+
"single_word": false,
|
| 41 |
+
"special": true
|
| 42 |
+
},
|
| 43 |
+
"256001": {
|
| 44 |
+
"content": "<extra_id_298>",
|
| 45 |
+
"lstrip": false,
|
| 46 |
+
"normalized": false,
|
| 47 |
+
"rstrip": false,
|
| 48 |
+
"single_word": false,
|
| 49 |
+
"special": true
|
| 50 |
+
},
|
| 51 |
+
"256002": {
|
| 52 |
+
"content": "<extra_id_297>",
|
| 53 |
+
"lstrip": false,
|
| 54 |
+
"normalized": false,
|
| 55 |
+
"rstrip": false,
|
| 56 |
+
"single_word": false,
|
| 57 |
+
"special": true
|
| 58 |
+
},
|
| 59 |
+
"256003": {
|
| 60 |
+
"content": "<extra_id_296>",
|
| 61 |
+
"lstrip": false,
|
| 62 |
+
"normalized": false,
|
| 63 |
+
"rstrip": false,
|
| 64 |
+
"single_word": false,
|
| 65 |
+
"special": true
|
| 66 |
+
},
|
| 67 |
+
"256004": {
|
| 68 |
+
"content": "<extra_id_295>",
|
| 69 |
+
"lstrip": false,
|
| 70 |
+
"normalized": false,
|
| 71 |
+
"rstrip": false,
|
| 72 |
+
"single_word": false,
|
| 73 |
+
"special": true
|
| 74 |
+
},
|
| 75 |
+
"256005": {
|
| 76 |
+
"content": "<extra_id_294>",
|
| 77 |
+
"lstrip": false,
|
| 78 |
+
"normalized": false,
|
| 79 |
+
"rstrip": false,
|
| 80 |
+
"single_word": false,
|
| 81 |
+
"special": true
|
| 82 |
+
},
|
| 83 |
+
"256006": {
|
| 84 |
+
"content": "<extra_id_293>",
|
| 85 |
+
"lstrip": false,
|
| 86 |
+
"normalized": false,
|
| 87 |
+
"rstrip": false,
|
| 88 |
+
"single_word": false,
|
| 89 |
+
"special": true
|
| 90 |
+
},
|
| 91 |
+
"256007": {
|
| 92 |
+
"content": "<extra_id_292>",
|
| 93 |
+
"lstrip": false,
|
| 94 |
+
"normalized": false,
|
| 95 |
+
"rstrip": false,
|
| 96 |
+
"single_word": false,
|
| 97 |
+
"special": true
|
| 98 |
+
},
|
| 99 |
+
"256008": {
|
| 100 |
+
"content": "<extra_id_291>",
|
| 101 |
+
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| 1 |
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"**Diffusion Model**\n- [wan2.2_i2v_high_noise_14B_fp16.safetensors](https://huggingface.co/Comfy-Org/Wan_2.2_ComfyUI_Repackaged/resolve/main/split_files/diffusion_models/wan2.2_i2v_high_noise_14B_fp16.safetensors)\n- [wan2.2_i2v_low_noise_14B_fp16.safetensors](https://huggingface.co/Comfy-Org/Wan_2.2_ComfyUI_Repackaged/resolve/main/split_files/diffusion_models/wan2.2_i2v_low_noise_14B_fp16.safetensors)\n\n**VAE**\n- [wan_2.1_vae.safetensors](https://huggingface.co/Comfy-Org/Wan_2.2_ComfyUI_Repackaged/resolve/main/split_files/vae/wan_2.1_vae.safetensors)\n\n**Text Encoder** \n- [umt5_xxl_fp8_e4m3fn_scaled.safetensors](https://huggingface.co/Comfy-Org/Wan_2.1_ComfyUI_repackaged/resolve/main/split_files/text_encoders/umt5_xxl_fp8_e4m3fn_scaled.safetensors)\n\n**Loras** \n- [Wan2.2-I2V-A14B-4steps-lora-rank64-Seko-V1](https://huggingface.co/lightx2v/Wan2.2-Lightning/tree/main/Wan2.2-I2V-A14B-4steps-lora-rank64-Seko-V1)\n\n\nFile save location\n\n```\nComfyUI/\n├───📂 models/\n│ ├───📂 diffusion_models/\n│ │ ├─── wan2.2_i2v_low_noise_14B_fp8_scaled.safetensors\n│ │ └─── wan2.2_i2v_high_noise_14B_fp8_scaled.safetensors\n│ ├───📂 text_encoders/\n│ │ └─── umt5_xxl_fp8_e4m3fn_scaled.safetensors \n│ ├───📂 loras/\n│ ├─────📂 Wan2.2-I2V-A14B-4steps-lora-rank64-Seko-V1/\n│ │ ├────── high_noise_model.safetensors\n│ │ └────── native_low_noise_model.safetensors \n│ └───📂 vae/\n│ └── wan_2.1_vae.safetensors\n\n```\n"
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Wan2.2-Lightning/Wan2.2-I2V-A14B-4steps-lora-rank64-Seko-V1/Wan2.2-I2V-A14B-4steps-lora-rank64-Seko-V1-forKJ.json
ADDED
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|
|
|
|
|
|
|
| 1 |
+
|
| 2 |
+
[Lightx2V](https://github.com/ModelTC/LightX2V)
|
| 3 |
+
|
| 4 |
+
Please see [Wan2.2-Lightning](https://github.com/ModelTC/Wan2.2-Lightning) for the details of usage.
|
| 5 |
+
|
| 6 |
+
<!--  -->
|
| 7 |
+
|
| 8 |
+
<table border="0" style="width: 100%; text-align: left; margin-top: 20px;">
|
| 9 |
+
<tr>
|
| 10 |
+
<td>
|
| 11 |
+
<video src="https://github.com/user-attachments/assets/29ded349-9ebd-4de4-aa3c-7cdc1089fc86" width="320" controls loop></video>
|
| 12 |
+
</td>
|
| 13 |
+
<td>
|
| 14 |
+
<video src="https://github.com/user-attachments/assets/890c0b46-6cd4-4b3f-8a54-b464b6aef2ec" width="320" controls loop></video>
|
| 15 |
+
</td>
|
| 16 |
+
<td>
|
| 17 |
+
<video src="https://github.com/user-attachments/assets/bc88263d-e934-4ea4-855e-820f1e5e22eb" width="320" controls loop></video>
|
| 18 |
+
</td>
|
| 19 |
+
</tr>
|
| 20 |
+
<tr>
|
| 21 |
+
<td>
|
| 22 |
+
<video src="https://github.com/user-attachments/assets/4956e5b2-6f3f-4d47-a73e-8d82f010128f" width="320" controls loop></video>
|
| 23 |
+
</td>
|
| 24 |
+
<td>
|
| 25 |
+
<video src="https://github.com/user-attachments/assets/04101a92-9c19-4b47-a3fc-934f6aa2932c" width="320" controls loop></video>
|
| 26 |
+
</td>
|
| 27 |
+
<td>
|
| 28 |
+
<video src="https://github.com/user-attachments/assets/d41cb4c5-3ee5-46fa-b1ef-016b69fdd58e" width="320" controls loop></video>
|
| 29 |
+
</td>
|
| 30 |
+
</tr>
|
| 31 |
+
<tr>
|
| 32 |
+
<td>
|
| 33 |
+
<video src="https://github.com/user-attachments/assets/7cfd8d7a-750a-4e76-b622-f1f63618e4a5" width="320" controls loop></video>
|
| 34 |
+
</td>
|
| 35 |
+
<td>
|
| 36 |
+
<video src="https://github.com/user-attachments/assets/2bbefcb9-a519-4e3d-9449-cb9833ee6405" width="320" controls loop></video>
|
| 37 |
+
</td>
|
| 38 |
+
<td>
|
| 39 |
+
<video src="https://github.com/user-attachments/assets/6a2de19f-b9ec-4c22-82c9-49eb2fd3edb8" width="320" controls loop></video>
|
| 40 |
+
</td>
|
| 41 |
+
</tr>
|
| 42 |
+
</table>
|
| 43 |
+
|
| 44 |
+
|
| 45 |
+
# ComfyUI
|
| 46 |
+
[See kijai github](https://github.com/kijai/ComfyUI-WanVideoWrapper) for comfy ui workflows.
|
| 47 |
+
|
| 48 |
+
# Training details
|
| 49 |
+
High_noise_model and low_noise_model are distilled simultaneously. On 81x720x1280, 81x1280x720, 81x480x832, 81x832x480 size options.
|
| 50 |
+
|
| 51 |
+
# Tips on usage
|
| 52 |
+
In the distillation process, euler scheduler is used, with time_shift = 5. Specifically, the timesetps should be [1000.0000, 937.5001, 833.3333, 625.0000]
|
| 53 |
+
|
| 54 |
+
In inference, please set the scheduler accordingly. Besides, please set cfg = 1.0 so that NFE = 4 but not 8.
|
Wan2.2-Lightning/Wan2.2-T2V-A14B-4steps-lora-rank64-Seko-V1/Wan2.2-T2V-A14B-4steps-lora-rank64-Seko-V1-NativeComfy.json
ADDED
|
@@ -0,0 +1,980 @@
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"**Diffusion Model**\n- [wan2.2_t2v_high_noise_14B_fp16.safetensors](https://huggingface.co/Comfy-Org/Wan_2.2_ComfyUI_Repackaged/resolve/main/split_files/diffusion_models/wan2.2_t2v_high_noise_14B_fp16.safetensors)\n- [wan2.2_t2v_low_noise_14B_fp16.safetensors](https://huggingface.co/Comfy-Org/Wan_2.2_ComfyUI_Repackaged/resolve/main/split_files/diffusion_models/wan2.2_t2v_low_noise_14B_fp16.safetensors)\n\n**VAE**\n- [wan_2.1_vae.safetensors](https://huggingface.co/Comfy-Org/Wan_2.2_ComfyUI_Repackaged/resolve/main/split_files/vae/wan_2.1_vae.safetensors)\n\n**Text Encoder** \n- [umt5_xxl_fp8_e4m3fn_scaled.safetensors](https://huggingface.co/Comfy-Org/Wan_2.1_ComfyUI_repackaged/resolve/main/split_files/text_encoders/umt5_xxl_fp8_e4m3fn_scaled.safetensors)\n\n**Loras** \n- [Wan2.2-T2V-A14B-4steps-lora-rank64-Seko-V1](https://huggingface.co/lightx2v/Wan2.2-Lightning/tree/main/Wan2.2-T2V-A14B-4steps-lora-rank64-Seko-V1)\n\n\nFile save location\n\n```\nComfyUI/\n├───📂 models/\n│ ├───📂 diffusion_models/\n│ │ ├─── wan2.2_t2v_low_noise_14B_fp16.safetensors\n│ │ └─── wan2.2_t2v_high_noise_14B_fp16.safetensors\n│ ├───📂 text_encoders/\n│ │ └─── umt5_xxl_fp8_e4m3fn_scaled.safetensors \n│ ├───📂 loras/\n│ ├─────📂 Wan2.2-T2V-A14B-4steps-lora-rank64-Seko-V1/\n│ │ ├────── high_noise_model.safetensors\n│ │ └────── low_noise_model.safetensors \n│ └───📂 vae/\n│ └── wan_2.1_vae.safetensors\n\n```\n"
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