Thanks to visit codestin.com
Credit goes to flixml.com

Open-source generative AI workflow tooling

Generate images and video
with your AI agent.

Your agent calls one API to train a character LoRA, generate images, and cut them into video — self-hosted on your own GPU, no cloud bill, no ComfyUI graph to wire by hand.

Get the repoRead the docs
POST /api/image/generate
Astronaut on the moon — an SDXL output from the API call above
One call, no ComfyUI graph. See more →
Agent-driven API
Your agent describes a shot through the API. No ComfyUI graph to wire by hand.
Self-hosted, $0 per shot
Runs on your own GPU — no cloud bill, no data leaves it.
Runs on modest hardware
Tuned for a single consumer GPU — no data center, no exotic rig.

What you can make

Every one of these came out of a self-hosted FlixML install on a single consumer GPU. The stills are SDXL, the clip is Wan 2.2. FlixML also drives lip-sync (InfiniteTalk), instruction edits (Qwen) and FLUX.2 — full breakdown, VRAM included, in the model directory.

Rain-soaked neon city street at night, reflections on wet asphalt

SDXL

Cinematic scene from a text prompt.

Mountain valley at golden hour with mist between the pines

SDXL

Landscape, no reference image.

Sunlit architectural atrium in concrete and timber

SDXL

Architectural interior, hard daylight.

Extreme macro of a dew-covered spider web backlit at dawn

SDXL

Macro detail, backlit.

Armoured dragon on a rooftop in a neon-lit city at night

SDXL

Creature work, neon-lit night scene.

Wan 2.2

That still, animated — image in, video out.

The repo behind this

FlixML is open source and free to run. We build and test every workflow on it ourselves, every day — that's where the guides and model breakdowns on this site come from. Clone it, point it at your own GPU, and it's yours.

View the repoBrowse the model directory
GET /api/workflows
[
  "sdxl_base", "sdxl_lora",
  "wan22_i2v", "wan22_fun_camera",
  "infinitetalk_i2v", "infinitetalk_v2v",
  "flux2_base", "qwen_multiangle", ...
]

Guides

How to run the workflows behind image and video generation, model by model — plus what's moving in the wider model landscape.

All articles
Local lip-sync with InfiniteTalk
Run it locally with GGUF quantization for talking characters at $0 a shot.
Read guide
Animating stills with Wan 2.2 I2V
Turn a single image into a coherent clip, and stop the face from drifting between frames.
Read guide
Why FlixML drives ComfyUI with an API, not a node graph
How an AI agent describes a shot instead of wiring the graph by hand.
Read guide
MiniMax-H3: what the model everyone's running actually requires
Its ComfyUI build pulled 19.2M downloads in a month, and it needs 15GB+ of VRAM. Here's the real math, and why that matters for what you can reproduce.
Read guide