Model reference · open weights

Wan2.1-I2V-720P

Available as managed deployment Video city96 Image→video 1 variants 18k dl/mo

Wan2.1-I2V-720P is an open-weight video model from city96. AxForge deploys and operates it for you on dedicated EU-owned hardware — with the licence handled where one is required.

Available as managed deployment — configured and operated for you on dedicated EU hardware, quoted per deployment.

What it is

Makercity96
TypeVideo models
TaskImage→video
Runs withgguf
Based onWan-AI/Wan2.1-I2V-14B-720P
Released2025-02-28
Popularity18k downloads / month
LicenceOpen weights

About

What Wan2.1-I2V-720P is

This is a direct GGUF conversion of Wan-AI/Wan2.1-I2V-14B-720P

All quants are created from the FP32 base file, though I only uploaded FP16 due to it exceeding the 50GB max file limit and gguf-split loading not currently being supported in ComfyUI-GGUF.

The model files can be used with the ComfyUI-GGUF custom node.

Place model files in ComfyUI/models/unet - see the GitHub readme for further install instructions.

The other files required can be downloaded from this repository by Comfy-Org

Please refer to this chart for a basic overview of quantization types.

From the published model card. Full card on the HuggingFace links in the sidebar.

How it works

How video models work

Prompt / imagestart pointTemporal diffusionframes over timeVideoMP4 clipA video model generates a sequence of coherent frames from your prompt or a starting image.

Using it via the API

Call it like any OpenAI endpoint

Once AxForge deploys city96-wan2-1-i2v-720p for you, it answers on the OpenAI-compatible API — the same base URL and keys as every other model. (city96-wan2-1-i2v-720p below is illustrative; you get the exact model name on deployment.)

$ curl -sS https://api.axforge.ai/v1/videos/generations \
  -H "Authorization: Bearer $AXFORGE_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{"model":"city96-wan2-1-i2v-720p","prompt":"a drone shot over a forest"}'

Create an account — your API key is available in the console. 5M tokens/month currently included with every new account at launch.

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