Wan2.1-I2V-14B-480P
Will it run on your hardware?
Pick your GPU memory - see which quantizations fit, and the cheapest card for the rest
Need an exact figure for your context length? Use the VRAM calculator.
Run it locally
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Deep dive
Notes, sources, and the full write-up
Wan2.1-I2V-14B-480P is an open-weight video generation model from Wan-AI, published on Hugging Face in February 2025. It has 16.4B parameters and is released under the apache-2.0 license.
HardwareLink to this section
At full FP16 precision the weights need about 33 GB of memory; 8-bit quantization brings that to roughly 18 GB. Check the VRAM tiers above to see which GPUs fit it.
PopularityLink to this section
Wan2.1-I2V-14B-480P had 197,826 downloads on Hugging Face in the last month and has 244 likes.
Run it locallyLink to this section
The weights are on Hugging Face and load with Hugging Face Diffusers (or ComfyUI). Follow the model card for the exact setup and license terms.
Frequently asked
Quick answers to common questions
How much VRAM does Wan2.1-I2V-14B-480P need?
Wan2.1-I2V-14B-480P with 16.4B parameters needs approximately 10 GB at Q4_K_M quantization. Use our VRAM calculator for an exact estimate.
Is Wan2.1-I2V-14B-480P better than other Wan-AI models?
Wan2.1-I2V-14B-480P has 16.4B parameters with 8,192 context - a strong choice for video-generation, image-to-video.
What license is Wan2.1-I2V-14B-480P under?
Wan2.1-I2V-14B-480P is released under the apache-2.0 license, making it suitable for most commercial and personal projects.
What hardware runs Wan2.1-I2V-14B-480P well?
With 16.4B parameters, Wan2.1-I2V-14B-480P requires adequate VRAM. High-end GPUs like the RTX 4090 (24GB), RTX 5090 (32GB), or Mac Studio with unified memory are good options. Check our hardware directory for specific recommendations.
What is the best quantization for Wan2.1-I2V-14B-480P?
Q4_K_M is the recommended sweet spot - ~98% of FP16 quality at ~27% of the size. Q5_K_M (~12 GB) is an option if you have spare VRAM. Use our VRAM calculator to compare.
What models compete with Wan2.1-I2V-14B-480P?
Wan2.1-I2V-14B-480P competes with other models in its class. Browse our model directory for comparisons, benchmarks, and community reviews to find the best fit.
Nearby options
Similar models and compatible hardware by spec