Model reference · open weights

TurboWan2.1-T2V

TurboWan2.1-T2V is an open-weight video model from IPostYellow, listed in the AxForge catalogue. AxForge can bring it up on EU-owned hardware for you on request — with the licence handled where one is required.

Video IPostYellow 1 variants 51k downloads/mo
Request this model on EU hardware All served models Not on the shared API today — deployed on request.

About

What TurboWan2.1-T2V is

convert TurboWan2.1-T2V-1.3B-480P(https://modelscope.cn/models/TurboDiffusion/TurboWan2.1-T2V-1.3B-480P/summary) to TurboWan2.1-T2V-1.3B-Diffusers<br convert script https://github.com/IPostYellow/TurboWantoDiffusers/blob/main/convertturbowantodiffusers.py To use in sglang<br bash server: send request:

Summarised from the published model card. Read the full card on the HuggingFace links below.

Specifications

What it is

MakerIPostYellow
TypeVideo models
Parameters (lead)1.4B
Variants1
Runs withdiffusers
Based onTurboDiffusion/TurboWan2.1-T2V-1.3B-480P
Released2025-12-27
Popularity51k downloads / month
LicenceOpen weights

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.

Variants

Sizes & precisions

Open weights ship in several sizes and precisions. One page, all the variants — pick the one that fits your GPU. VRAM figures are estimates from model size.

VariantParamsPrecisionVRAMFits 16 GBWeights
TurboWan2.1-T2V-1.3B-Diffusers1.4BBF16~3.3 GBWeights ↗

Using it via the API

Call it like any OpenAI endpoint

Once AxForge deploys turbowan2-1-t2v for you, it answers on the OpenAI-compatible API — the same base URL and keys as every other model. (turbowan2-1-t2v 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":"turbowan2-1-t2v","prompt":"a drone shot over a forest"}'

Details

Languages, data & research

Tags

diffusers safetensors text-to-video diffusion video-generation turbodiffusion wan2.1 diffusers:WanDMDPipeline

Licence

Open weights

Open weights under apache-2.0 — commercial use is permitted. Deploy it on AxForge EU hardware on request. Read the licence ↗

Sources

Weights & code

Want TurboWan2.1-T2V on EU-owned hardware?

Request this model on EU hardware See what’s served now

Explore

More video models

© 2026 AxForge · EU-hosted AI infrastructure Pricing Docs Trust Privacy Terms