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Delete 20251103_03-44-07

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  1. 20251103_03-44-07/backup/Dataset_orig/ok (1).mp4 +0 -3
  2. 20251103_03-44-07/backup/Dataset_orig/ok (1).txt +0 -3
  3. 20251103_03-44-07/backup/Dataset_orig/ok (10).mp4 +0 -3
  4. 20251103_03-44-07/backup/Dataset_orig/ok (10).txt +0 -3
  5. 20251103_03-44-07/backup/Dataset_orig/ok (11).mp4 +0 -3
  6. 20251103_03-44-07/backup/Dataset_orig/ok (11).txt +0 -3
  7. 20251103_03-44-07/backup/Dataset_orig/ok (12).mp4 +0 -3
  8. 20251103_03-44-07/backup/Dataset_orig/ok (12).txt +0 -3
  9. 20251103_03-44-07/backup/Dataset_orig/ok (13).mp4 +0 -3
  10. 20251103_03-44-07/backup/Dataset_orig/ok (13).txt +0 -3
  11. 20251103_03-44-07/backup/Dataset_orig/ok (14).mp4 +0 -3
  12. 20251103_03-44-07/backup/Dataset_orig/ok (14).txt +0 -3
  13. 20251103_03-44-07/backup/Dataset_orig/ok (15).mp4 +0 -3
  14. 20251103_03-44-07/backup/Dataset_orig/ok (15).txt +0 -3
  15. 20251103_03-44-07/backup/Dataset_orig/ok (16).mp4 +0 -3
  16. 20251103_03-44-07/backup/Dataset_orig/ok (16).txt +0 -3
  17. 20251103_03-44-07/backup/Dataset_orig/ok (17).mp4 +0 -3
  18. 20251103_03-44-07/backup/Dataset_orig/ok (17).txt +0 -3
  19. 20251103_03-44-07/backup/Dataset_orig/ok (18).mp4 +0 -3
  20. 20251103_03-44-07/backup/Dataset_orig/ok (18).txt +0 -3
  21. 20251103_03-44-07/backup/Dataset_orig/ok (19).mp4 +0 -3
  22. 20251103_03-44-07/backup/Dataset_orig/ok (19).txt +0 -3
  23. 20251103_03-44-07/backup/Dataset_orig/ok (2).mp4 +0 -3
  24. 20251103_03-44-07/backup/Dataset_orig/ok (2).txt +0 -3
  25. 20251103_03-44-07/backup/Dataset_orig/ok (20).mp4 +0 -3
  26. 20251103_03-44-07/backup/Dataset_orig/ok (20).txt +0 -3
  27. 20251103_03-44-07/backup/Dataset_orig/ok (21).mp4 +0 -3
  28. 20251103_03-44-07/backup/Dataset_orig/ok (21).txt +0 -3
  29. 20251103_03-44-07/backup/Dataset_orig/ok (22).mp4 +0 -3
  30. 20251103_03-44-07/backup/Dataset_orig/ok (22).txt +0 -3
  31. 20251103_03-44-07/backup/Dataset_orig/ok (3).mp4 +0 -3
  32. 20251103_03-44-07/backup/Dataset_orig/ok (3).txt +0 -3
  33. 20251103_03-44-07/backup/Dataset_orig/ok (4).mp4 +0 -3
  34. 20251103_03-44-07/backup/Dataset_orig/ok (4).txt +0 -3
  35. 20251103_03-44-07/backup/Dataset_orig/ok (5).mp4 +0 -3
  36. 20251103_03-44-07/backup/Dataset_orig/ok (5).txt +0 -3
  37. 20251103_03-44-07/backup/Dataset_orig/ok (6).mp4 +0 -3
  38. 20251103_03-44-07/backup/Dataset_orig/ok (6).txt +0 -3
  39. 20251103_03-44-07/backup/Dataset_orig/ok (7).mp4 +0 -3
  40. 20251103_03-44-07/backup/Dataset_orig/ok (7).txt +0 -3
  41. 20251103_03-44-07/backup/Dataset_orig/ok (8).mp4 +0 -3
  42. 20251103_03-44-07/backup/Dataset_orig/ok (8).txt +0 -3
  43. 20251103_03-44-07/backup/Dataset_orig/ok (9).mp4 +0 -3
  44. 20251103_03-44-07/backup/Dataset_orig/ok (9).txt +0 -3
  45. 20251103_03-44-07/backup/config_orig/comfy_config.toml +0 -72
  46. 20251103_03-44-07/backup/config_orig/dataset_hunyuan.toml +0 -10
  47. 20251103_03-44-07/backup/config_orig/dataset_wan.toml +0 -10
  48. 20251103_03-44-07/backup/config_orig/hunyuan_video.toml +0 -37
  49. 20251103_03-44-07/backup/config_orig/hv_workflow_api.json +0 -139
  50. 20251103_03-44-07/backup/config_orig/modal.toml +0 -91
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- link = "https://huggingface.co/Kijai/WanVideo_comfy/resolve/main/open-clip-xlm-roberta-large-vit-huge-14_visual_fp32.safetensors"
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- link = "https://huggingface.co/Kijai/WanVideo_comfy/resolve/main/Wan2_1-I2V-14B-720P_fp8_e4m3fn.safetensors"
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- link = "https://huggingface.co/Remade-AI/Squish/resolve/main/squish_18.safetensors"
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- type = "loras"
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- for = "wan"
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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- num_ar_buckets = 1
6
- frame_buckets = [ 1, 41, 81,]
7
- [[directory]]
8
- path = "/root/data/hunyuan/Dataset"
9
- num_repeats = 2
10
-
 
 
 
 
 
 
 
 
 
 
 
20251103_03-44-07/backup/config_orig/dataset_wan.toml DELETED
@@ -1,10 +0,0 @@
1
- resolutions = [ 720,]
2
- enable_ar_bucket = false
3
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4
- max_ar = 1.88
5
- num_ar_buckets = 1
6
- frame_buckets = [ 1, 41, 81,]
7
- [[directory]]
8
- path = "/root/data/wan/Dataset"
9
- num_repeats = 2
10
-
 
 
 
 
 
 
 
 
 
 
 
20251103_03-44-07/backup/config_orig/hunyuan_video.toml DELETED
@@ -1,37 +0,0 @@
1
- output_dir = "/root/diffusion-pipe/hunyuan-video-lora"
2
- dataset = "/root/config/dataset_hunyuan.toml"
3
- epochs = 1
4
- micro_batch_size_per_gpu = 8
5
- pipeline_stages = 1
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- gradient_accumulation_steps = 8
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- gradient_clipping = 1.0
8
- warmup_steps = 50
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- eval_every_n_epochs = 1
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- save_every_n_epochs = 1
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- activation_checkpointing = true
12
- caching_batch_size = 4
13
- steps_per_print = 1
14
- video_clip_mode = "single_middle"
15
- checkpoint_every_n_epochs = 1
16
-
17
- [model]
18
- type = "hunyuan-video"
19
- dtype = "bfloat16"
20
- transformer_dtype = "float8"
21
- timestep_sample_method = "logit_normal"
22
- transformer_path = "/root/diffusion-pipe/ckpts/hunyuan-video-t2v-720p/transformers/hunyuan_video_720_cfgdistill_fp8_e4m3fn.safetensors"
23
- vae_path = "/root/diffusion-pipe/ckpts/hunyuan-video-t2v-720p/vae/hunyuan_video_vae_bf16.safetensors"
24
- clip_path = "/root/diffusion-pipe/ckpts/text_encoder_2/clip-vit-large-patch14"
25
- llm_path = "/root/diffusion-pipe/ckpts/text_encoder/llava-llama-3-8b-text-encoder-tokenizer"
26
-
27
- [adapter]
28
- type = "lora"
29
- rank = 32
30
- dtype = "bfloat16"
31
-
32
- [optimizer]
33
- type = "adamw_optimi"
34
- lr = 0.0001
35
- weight_decay = 0.01
36
- betas = [ 0.9, 0.99,]
37
- eps = 1e-8
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
20251103_03-44-07/backup/config_orig/hv_workflow_api.json DELETED
@@ -1,139 +0,0 @@
1
- {
2
- "1": {
3
- "inputs": {
4
- "model": "hunyuan_video_720_cfgdistill_fp8_e4m3fn.safetensors",
5
- "base_precision": "bf16",
6
- "quantization": "fp8_e4m3fn",
7
- "load_device": "offload_device",
8
- "attention_mode": "sdpa",
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- "auto_cpu_offload": false,
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- "upcast_rope": true,
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- "lora": [
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- "41",
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- 0
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- ]
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- },
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- "class_type": "HyVideoModelLoader",
17
- "_meta": {
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- "title": "HunyuanVideo Model Loader"
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- }
20
- },
21
- "3": {
22
- "inputs": {
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- "width": 512,
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- "height": 320,
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- "num_frames": 85,
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- "steps": 30,
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- "embedded_guidance_scale": 6,
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- "flow_shift": 9,
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- "seed": 6,
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- "force_offload": 1,
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- "denoise_strength": 1,
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- "scheduler": "FlowMatchDiscreteScheduler",
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- "model": [
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- "1",
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- 0
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- ],
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- "hyvid_embeds": [
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- "30",
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- 0
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- ]
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- },
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- "class_type": "HyVideoSampler",
43
- "_meta": {
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- "title": "HunyuanVideo Sampler"
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- }
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- },
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- "5": {
48
- "inputs": {
49
- "enable_vae_tiling": true,
50
- "temporal_tiling_sample_size": 64,
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- "spatial_tile_sample_min_size": 256,
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- "auto_tile_size": true,
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- "vae": [
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- "7",
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- 0
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- ],
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- "samples": [
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- "3",
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- 0
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- ]
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- },
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- "class_type": "HyVideoDecode",
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- "_meta": {
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- "title": "HunyuanVideo Decode"
65
- }
66
- },
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- "7": {
68
- "inputs": {
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- "model_name": "hunyuan_video_vae_bf16.safetensors",
70
- "precision": "bf16"
71
- },
72
- "class_type": "HyVideoVAELoader",
73
- "_meta": {
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- "title": "HunyuanVideo VAE Loader"
75
- }
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- },
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- "16": {
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- "inputs": {
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- "llm_model": "Kijai/llava-llama-3-8b-text-encoder-tokenizer",
80
- "clip_model": "openai/clip-vit-large-patch14",
81
- "precision": "fp16",
82
- "apply_final_norm": false,
83
- "hidden_state_skip_layer": 2,
84
- "quantization": "disabled",
85
- "load_device": "offload_device"
86
- },
87
- "class_type": "DownloadAndLoadHyVideoTextEncoder",
88
- "_meta": {
89
- "title": "(Down)Load HunyuanVideo TextEncoder"
90
- }
91
- },
92
- "30": {
93
- "inputs": {
94
- "prompt": "",
95
- "force_offload": true,
96
- "prompt_template": "video",
97
- "text_encoders": [
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- "16",
99
- 0
100
- ]
101
- },
102
- "class_type": "HyVideoTextEncode",
103
- "_meta": {
104
- "title": "HunyuanVideo TextEncode"
105
- }
106
- },
107
- "34": {
108
- "inputs": {
109
- "frame_rate": 24,
110
- "loop_count": 0,
111
- "filename_prefix": "HunyuanVideo",
112
- "format": "video/h264-mp4",
113
- "pix_fmt": "yuv420p",
114
- "crf": 19,
115
- "save_metadata": true,
116
- "trim_to_audio": false,
117
- "pingpong": false,
118
- "save_output": true,
119
- "images": [
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- "5",
121
- 0
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- ]
123
- },
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- "class_type": "VHS_VideoCombine",
125
- "_meta": {
126
- "title": "Video Combine \ud83c\udfa5\ud83c\udd65\ud83c\udd57\ud83c\udd62"
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- }
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- },
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- "41": {
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- "inputs": {
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- "lora": "20250210_05-19-13/epoch85/adapter_model.safetensors",
132
- "strength": 0.8500000000000001
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- },
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- "class_type": "HyVideoLoraSelect",
135
- "_meta": {
136
- "title": "HunyuanVideo Lora Select"
137
- }
138
- }
139
- }
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
20251103_03-44-07/backup/config_orig/modal.toml DELETED
@@ -1,91 +0,0 @@
1
- [model]
2
- type = "wan"
3
-
4
- [deploy]
5
- mode = "wan"
6
-
7
- [debug]
8
- only_test_lora = false
9
-
10
- [core]
11
- gpu_type = "H100"
12
- gpu_count = 1
13
- timeout_hours = 3
14
- gpu_type_test = "A100-40GB"
15
- gpu_count_test = 1
16
- timeout_hours_test = 1
17
- [[core.volumes]]
18
- name = "wan-training-results"
19
- path = "/root/diffusion-pipe/wan-lora"
20
-
21
- [[core.volumes]]
22
- name = "hf-cache"
23
- path = "/root/.cache/huggingface"
24
-
25
- [[core.volumes]]
26
- name = "comfy-output"
27
- path = "/root/comfy/ComfyUI/output"
28
-
29
- [training]
30
- resume = false
31
- resume_folder = ""
32
- dataset_dir = "Dataset"
33
- epochs = 10
34
- micro_batch_size = 2
35
- gradient_accum_steps = 4
36
- warmup_steps = 50
37
- learning_rate = 0.0001
38
- weight_decay = 0.01
39
- lora_rank = 16
40
- lora_dtype = "bfloat16"
41
- save_every_n_epochs = 5
42
- checkpoint_mode = "epochs"
43
- checkpoint_frequency = 5
44
- pipeline_stages = 1
45
- gradient_clipping = 1.0
46
- activation_checkpointing = true
47
- eval_every_n_epochs = 1
48
- caching_batch_size = 2
49
- steps_per_print = 1
50
-
51
- [inference]
52
- api_endpoint = "https://nervopastorale--lora-training-comfyapi-endpoint.modal.run"
53
- workflow_path = "config/wan_img2video_lora_workflow_api.json"
54
- test_enabled = false
55
- test_strength = 1.0
56
- test_height = 830
57
- test_width = 480
58
- test_frames = 81
59
- test_steps = 30
60
- test_folder = ""
61
- test_mode = "latest"
62
- test_epochs = []
63
- test_latest_n = 1
64
- test_prompts = [ "The video shows a water bottle being crushed by a hydraulic press. The blue water bottle is placed between two circular metal plates, which sit on a larger metal surface. The hydraulic press descends from above, slowly compressing the water bottle. As the hydraulic press head moves down, the water bottle begins to deform and leak water. By the end of the video, the water bottle is completely crushed. The background is a green metal wall with some yellow and black hazard markings.", "The video shows a red car being crushed by a hydraulic press. The red car is placed in white background. The hydraulic MCH01 press descends from above, slowly compressing the red car. As the MCH01 hydraulic press head moves down, the red car begins to deform and debris from the red car splashed. By the end of the video, the red car is completely crushed. The background is a green metal wall with some yellow and black hazard markings.",]
65
-
66
- [hf]
67
- auto_upload = false
68
- private_repo = true
69
- upload_test_outputs = true
70
- upload_tensorboard = false
71
- force_redownload = false
72
- skip_existing = true
73
- upload_endpoint = "https://nervopastorale--lora-training-upload.modal.run"
74
- download_endpoint = "https://nervopastorale--lora-training-download.modal.run"
75
- repo_upload = ""
76
-
77
- [training.dataset]
78
- resolutions = [ 720,]
79
- enable_ar_bucket = false
80
- min_ar = 1.68
81
- max_ar = 1.88
82
- num_ar_buckets = 1
83
- frame_buckets = [ 1, 41, 81,]
84
- num_repeats = 2
85
-
86
- [models.training]
87
- transformer = "https://huggingface.co/Kijai/HunyuanVideo_comfy/blob/main/hunyuan_video_720_cfgdistill_fp8_e4m3fn.safetensors"
88
- vae = "https://huggingface.co/Kijai/HunyuanVideo_comfy/blob/main/hunyuan_video_vae_bf16.safetensors"
89
- clip = "https://huggingface.co/openai/clip-vit-large-patch14/tree/main"
90
- llm = "https://huggingface.co/Kijai/llava-llama-3-8b-text-encoder-tokenizer/tree/main"
91
- ckpt_path = "https://huggingface.co/Wan-AI/Wan2.1-I2V-14B-480P"