wavespeedai/wan-2.1-t2v-480p 🔢📝❓✓ → 🖼️

⭐ Official ▶️ 177.8K runs 📅 Feb 2025 ⚙️ Cog 0.16.1 🔗 GitHub ⚖️ License
lora-supported text-to-video

About

Accelerated inference for Wan 2.1 14B text to video, a comprehensive and open suite of video foundation models that pushes the boundaries of video generation.

Example Output

Prompt:

"A cat is doing an acrobatic dive into a swimming pool at the olympics, from a 10m high diving board, flips and spins"

Output

Performance Metrics

30.17s Prediction Time
29.37s Total Time
All Input Parameters
{
  "prompt": "A cat is doing an acrobatic dive into a swimming pool at the olympics, from a 10m high diving board, flips and spins",
  "fast_mode": "Balanced",
  "num_frames": 81,
  "aspect_ratio": "16:9",
  "sample_shift": 5,
  "sample_steps": 30,
  "frames_per_second": 16,
  "sample_guide_scale": 5
}
Input Parameters
seed Type: integer
Random seed. Set for reproducible generation
prompt (required) Type: string
Text prompt for image generation
fast_mode Default: Balanced
Speed up generation with different levels of acceleration. Faster modes may degrade quality somewhat. The speedup is dependent on the content, so different videos may see different speedups.
lora_scale Type: numberDefault: 1Range: 0 - 4
Determines how strongly the main LoRA should be applied. Sane results between 0 and 1 for base inference. You may still need to experiment to find the best value for your particular lora.
aspect_ratio Default: 16:9
Aspect ratio of the output video.
lora_weights Type: string
Load LoRA weights. Supports HuggingFace URLs in the format huggingface.co/<owner>/<model-name>, CivitAI URLs in the format civitai.com/models/<id>[/<model-name>], or arbitrary .safetensors URLs from the Internet.
sample_shift Type: integerDefault: 3Range: 0 - 10
Flow shift parameter for video generation
sample_steps Type: integerDefault: 30Range: 1 - 40
Number of inference steps
negative_prompt Type: stringDefault:
Negative prompt to avoid certain elements
sample_guide_scale Type: numberDefault: 5Range: 1 - 10
Guidance scale for generation
disable_safety_checker Type: booleanDefault: false
Disable safety checker for generated videos
Output Schema

Output

Type: stringFormat: uri

Example Execution Logs
Moderating content...
Moderation complete in 0.20sec
Using seed: 1765621119
0%|          | 0/30 [00:00<?, ?it/s]
0%|          | 0/30 [00:00<?, ?it/s]
0%|          | 0/30 [00:00<?, ?it/s]
0%|          | 0/30 [00:00<?, ?it/s]
0%|          | 0/30 [00:00<?, ?it/s]
0%|          | 0/30 [00:00<?, ?it/s]
0%|          | 0/30 [00:00<?, ?it/s]
  0%|          | 0/30 [00:00<?, ?it/s]
3%|▎         | 1/30 [00:01<00:33,  1.16s/it]
3%|▎         | 1/30 [00:01<00:33,  1.16s/it]
3%|▎         | 1/30 [00:01<00:33,  1.16s/it]
3%|▎         | 1/30 [00:01<00:33,  1.17s/it]
3%|▎         | 1/30 [00:01<00:33,  1.16s/it]
3%|▎         | 1/30 [00:01<00:33,  1.16s/it]
3%|▎         | 1/30 [00:01<00:33,  1.16s/it]
  3%|▎         | 1/30 [00:01<00:33,  1.17s/it]
7%|▋         | 2/30 [00:02<00:32,  1.17s/it]
7%|▋         | 2/30 [00:02<00:32,  1.17s/it]
7%|▋         | 2/30 [00:02<00:32,  1.17s/it]
7%|▋         | 2/30 [00:02<00:32,  1.17s/it]
7%|▋         | 2/30 [00:02<00:32,  1.17s/it]
7%|▋         | 2/30 [00:02<00:32,  1.17s/it]
7%|▋         | 2/30 [00:02<00:32,  1.17s/it]
  7%|▋         | 2/30 [00:02<00:32,  1.17s/it]
10%|█         | 3/30 [00:03<00:31,  1.17s/it]
10%|█         | 3/30 [00:03<00:31,  1.17s/it]
10%|█         | 3/30 [00:03<00:31,  1.17s/it]
10%|█         | 3/30 [00:03<00:31,  1.17s/it]
10%|█         | 3/30 [00:03<00:31,  1.17s/it]
10%|█         | 3/30 [00:03<00:31,  1.17s/it]
10%|█         | 3/30 [00:03<00:31,  1.17s/it]
 10%|█         | 3/30 [00:03<00:31,  1.17s/it]
13%|█▎        | 4/30 [00:04<00:30,  1.17s/it]
13%|█▎        | 4/30 [00:04<00:30,  1.17s/it]
13%|█▎        | 4/30 [00:04<00:30,  1.17s/it]
13%|█▎        | 4/30 [00:04<00:30,  1.17s/it]
13%|█▎        | 4/30 [00:04<00:30,  1.17s/it]
13%|█▎        | 4/30 [00:04<00:30,  1.17s/it]
13%|█▎        | 4/30 [00:04<00:30,  1.17s/it]
 13%|█▎        | 4/30 [00:04<00:30,  1.17s/it]
17%|█▋        | 5/30 [00:05<00:29,  1.17s/it]
17%|█▋        | 5/30 [00:05<00:29,  1.17s/it]
17%|█▋        | 5/30 [00:05<00:29,  1.17s/it]
17%|█▋        | 5/30 [00:05<00:29,  1.17s/it]
17%|█▋        | 5/30 [00:05<00:29,  1.17s/it]
17%|█▋        | 5/30 [00:05<00:29,  1.17s/it]
17%|█▋        | 5/30 [00:05<00:29,  1.17s/it]
 17%|█▋        | 5/30 [00:05<00:29,  1.17s/it]
20%|██        | 6/30 [00:07<00:28,  1.17s/it]
20%|██        | 6/30 [00:07<00:28,  1.17s/it]
20%|██        | 6/30 [00:07<00:28,  1.17s/it]
20%|██        | 6/30 [00:07<00:28,  1.18s/it]
20%|██        | 6/30 [00:07<00:28,  1.17s/it]
20%|██        | 6/30 [00:07<00:28,  1.17s/it]
 20%|██        | 6/30 [00:07<00:28,  1.18s/it]
 20%|██        | 6/30 [00:07<00:28,  1.18s/it]
23%|██▎       | 7/30 [00:08<00:27,  1.18s/it]
23%|██▎       | 7/30 [00:08<00:27,  1.18s/it]
23%|██▎       | 7/30 [00:08<00:27,  1.18s/it]
23%|██▎       | 7/30 [00:08<00:27,  1.18s/it]
23%|██▎       | 7/30 [00:08<00:27,  1.18s/it]
23%|██▎       | 7/30 [00:08<00:27,  1.18s/it]
 23%|██▎       | 7/30 [00:08<00:27,  1.18s/it]
 23%|██▎       | 7/30 [00:08<00:27,  1.18s/it]
27%|██▋       | 8/30 [00:09<00:25,  1.18s/it]
27%|██▋       | 8/30 [00:09<00:25,  1.18s/it]
27%|██▋       | 8/30 [00:09<00:25,  1.18s/it]
27%|██▋       | 8/30 [00:09<00:25,  1.18s/it]
27%|██▋       | 8/30 [00:09<00:25,  1.18s/it]
27%|██▋       | 8/30 [00:09<00:25,  1.18s/it]
27%|██▋       | 8/30 [00:09<00:25,  1.18s/it]
 27%|██▋       | 8/30 [00:09<00:25,  1.18s/it]
33%|███▎      | 10/30 [00:10<00:18,  1.10it/s]
33%|███▎      | 10/30 [00:10<00:18,  1.10it/s]
33%|███▎      | 10/30 [00:10<00:18,  1.10it/s]
33%|███▎      | 10/30 [00:10<00:18,  1.10it/s]
33%|███▎      | 10/30 [00:10<00:18,  1.10it/s]
33%|███▎      | 10/30 [00:10<00:18,  1.10it/s]
33%|███▎      | 10/30 [00:10<00:18,  1.10it/s]
 33%|███▎      | 10/30 [00:10<00:18,  1.10it/s]
40%|████      | 12/30 [00:11<00:14,  1.27it/s]
40%|████      | 12/30 [00:11<00:14,  1.27it/s]
40%|████      | 12/30 [00:11<00:14,  1.27it/s]
40%|████      | 12/30 [00:11<00:14,  1.27it/s]
40%|████      | 12/30 [00:11<00:14,  1.27it/s]
40%|████      | 12/30 [00:11<00:14,  1.27it/s]
40%|████      | 12/30 [00:11<00:14,  1.27it/s]
 40%|████      | 12/30 [00:11<00:14,  1.27it/s]
47%|████▋     | 14/30 [00:13<00:11,  1.38it/s]
47%|████▋     | 14/30 [00:13<00:11,  1.38it/s]
47%|████▋     | 14/30 [00:13<00:11,  1.38it/s]
47%|████▋     | 14/30 [00:13<00:11,  1.38it/s]
47%|████▋     | 14/30 [00:13<00:11,  1.38it/s]
47%|████▋     | 14/30 [00:13<00:11,  1.38it/s]
47%|████▋     | 14/30 [00:13<00:11,  1.38it/s]
 47%|████▋     | 14/30 [00:13<00:11,  1.38it/s]
53%|█████▎    | 16/30 [00:14<00:09,  1.46it/s]
53%|█████▎    | 16/30 [00:14<00:09,  1.46it/s]
53%|█████▎    | 16/30 [00:14<00:09,  1.46it/s]
53%|█████▎    | 16/30 [00:14<00:09,  1.46it/s]
53%|█████▎    | 16/30 [00:14<00:09,  1.46it/s]
53%|█████▎    | 16/30 [00:14<00:09,  1.46it/s]
53%|█████▎    | 16/30 [00:14<00:09,  1.46it/s]
 53%|█████▎    | 16/30 [00:14<00:09,  1.46it/s]
60%|██████    | 18/30 [00:15<00:07,  1.52it/s]
60%|██████    | 18/30 [00:15<00:07,  1.52it/s]
60%|██████    | 18/30 [00:15<00:07,  1.52it/s]
60%|██████    | 18/30 [00:15<00:07,  1.52it/s]
60%|██████    | 18/30 [00:15<00:07,  1.52it/s]
60%|██████    | 18/30 [00:15<00:07,  1.52it/s]
60%|██████    | 18/30 [00:15<00:07,  1.52it/s]
 60%|██████    | 18/30 [00:15<00:07,  1.52it/s]
67%|██████▋   | 20/30 [00:16<00:06,  1.55it/s]
67%|██████▋   | 20/30 [00:16<00:06,  1.55it/s]
67%|██████▋   | 20/30 [00:16<00:06,  1.55it/s]
67%|██████▋   | 20/30 [00:16<00:06,  1.55it/s]
67%|██████▋   | 20/30 [00:16<00:06,  1.55it/s]
67%|██████▋   | 20/30 [00:16<00:06,  1.55it/s]
 67%|██████▋   | 20/30 [00:16<00:06,  1.55it/s]
 67%|██████▋   | 20/30 [00:16<00:06,  1.55it/s]
73%|███████▎  | 22/30 [00:17<00:05,  1.58it/s]
73%|███████▎  | 22/30 [00:17<00:05,  1.58it/s]
73%|███████▎  | 22/30 [00:17<00:05,  1.58it/s]
73%|███████▎  | 22/30 [00:17<00:05,  1.58it/s]
73%|███████▎  | 22/30 [00:17<00:05,  1.58it/s]
73%|███████▎  | 22/30 [00:17<00:05,  1.58it/s]
73%|███████▎  | 22/30 [00:17<00:05,  1.58it/s]
 73%|███████▎  | 22/30 [00:17<00:05,  1.58it/s]
77%|███████▋  | 23/30 [00:19<00:05,  1.36it/s]
77%|███████▋  | 23/30 [00:19<00:05,  1.36it/s]
77%|███████▋  | 23/30 [00:19<00:05,  1.36it/s]
77%|███████▋  | 23/30 [00:19<00:05,  1.36it/s]
77%|███████▋  | 23/30 [00:19<00:05,  1.36it/s]
77%|███████▋  | 23/30 [00:19<00:05,  1.36it/s]
77%|███████▋  | 23/30 [00:19<00:05,  1.36it/s]
 77%|███████▋  | 23/30 [00:19<00:05,  1.36it/s]
80%|████████  | 24/30 [00:20<00:04,  1.21it/s]
80%|████████  | 24/30 [00:20<00:04,  1.21it/s]
80%|████████  | 24/30 [00:20<00:04,  1.21it/s]
80%|████████  | 24/30 [00:20<00:04,  1.21it/s]
80%|████████  | 24/30 [00:20<00:04,  1.21it/s]
80%|████████  | 24/30 [00:20<00:04,  1.21it/s]
80%|████████  | 24/30 [00:20<00:04,  1.21it/s]
 80%|████████  | 24/30 [00:20<00:04,  1.21it/s]
83%|████████▎ | 25/30 [00:21<00:04,  1.10it/s]
83%|████████▎ | 25/30 [00:21<00:04,  1.10it/s]
83%|████████▎ | 25/30 [00:21<00:04,  1.10it/s]
83%|████████▎ | 25/30 [00:21<00:04,  1.10it/s]
83%|████████▎ | 25/30 [00:21<00:04,  1.10it/s]
83%|████████▎ | 25/30 [00:21<00:04,  1.10it/s]
83%|████████▎ | 25/30 [00:21<00:04,  1.10it/s]
 83%|████████▎ | 25/30 [00:21<00:04,  1.10it/s]
87%|████████▋ | 26/30 [00:22<00:03,  1.03it/s]
87%|████████▋ | 26/30 [00:22<00:03,  1.03it/s]
87%|████████▋ | 26/30 [00:22<00:03,  1.03it/s]
87%|████████▋ | 26/30 [00:22<00:03,  1.03it/s]
87%|████████▋ | 26/30 [00:22<00:03,  1.03it/s]
87%|████████▋ | 26/30 [00:22<00:03,  1.03it/s]
87%|████████▋ | 26/30 [00:22<00:03,  1.03it/s]
 87%|████████▋ | 26/30 [00:22<00:03,  1.03it/s]
90%|█████████ | 27/30 [00:23<00:03,  1.03s/it]
90%|█████████ | 27/30 [00:23<00:03,  1.03s/it]
90%|█████████ | 27/30 [00:23<00:03,  1.03s/it]
90%|█████████ | 27/30 [00:23<00:03,  1.03s/it]
90%|█████████ | 27/30 [00:23<00:03,  1.03s/it]
90%|█████████ | 27/30 [00:23<00:03,  1.03s/it]
90%|█████████ | 27/30 [00:23<00:03,  1.03s/it]
 90%|█████████ | 27/30 [00:23<00:03,  1.03s/it]
93%|█████████▎| 28/30 [00:25<00:02,  1.07s/it]
93%|█████████▎| 28/30 [00:25<00:02,  1.07s/it]
93%|█████████▎| 28/30 [00:25<00:02,  1.07s/it]
93%|█████████▎| 28/30 [00:25<00:02,  1.07s/it]
93%|█████████▎| 28/30 [00:25<00:02,  1.07s/it]
93%|█████████▎| 28/30 [00:25<00:02,  1.07s/it]
93%|█████████▎| 28/30 [00:25<00:02,  1.07s/it]
 93%|█████████▎| 28/30 [00:25<00:02,  1.07s/it]
97%|█████████▋| 29/30 [00:26<00:01,  1.10s/it]
97%|█████████▋| 29/30 [00:26<00:01,  1.10s/it]
97%|█████████▋| 29/30 [00:26<00:01,  1.10s/it]
97%|█████████▋| 29/30 [00:26<00:01,  1.10s/it]
97%|█████████▋| 29/30 [00:26<00:01,  1.10s/it]
97%|█████████▋| 29/30 [00:26<00:01,  1.10s/it]
97%|█████████▋| 29/30 [00:26<00:01,  1.10s/it]
 97%|█████████▋| 29/30 [00:26<00:01,  1.10s/it]
100%|██████████| 30/30 [00:27<00:00,  1.12s/it]
100%|██████████| 30/30 [00:27<00:00,  1.12s/it]
100%|██████████| 30/30 [00:27<00:00,  1.12s/it]
100%|██████████| 30/30 [00:27<00:00,  1.12s/it]
100%|██████████| 30/30 [00:27<00:00,  1.12s/it]
100%|██████████| 30/30 [00:27<00:00,  1.12s/it]
100%|██████████| 30/30 [00:27<00:00,  1.12s/it]
100%|██████████| 30/30 [00:27<00:00,  1.10it/s]
100%|██████████| 30/30 [00:27<00:00,  1.10it/s]
100%|██████████| 30/30 [00:27<00:00,  1.10it/s]
100%|██████████| 30/30 [00:27<00:00,  1.10it/s]
100%|██████████| 30/30 [00:27<00:00,  1.10it/s]
100%|██████████| 30/30 [00:27<00:00,  1.10it/s]
100%|██████████| 30/30 [00:27<00:00,  1.10it/s]
100%|██████████| 30/30 [00:27<00:00,  1.12s/it]
100%|██████████| 30/30 [00:27<00:00,  1.10it/s]
Time elapsed: 29.23s
Saving generated video to output.mp4
Version Details
Version ID
9a01d7f52c53596b30872dd0345cd91c29cea50bc9a9150db98d35c97e3ba60e
Version Created
August 4, 2025
Run on Replicate →