Model reference · open weights

LTX-2.3-IC-LoRA-Colorizer

LTX-2.3-IC-LoRA-Colorizer is an open-weight video model from DoctorDiffusion, 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 DoctorDiffusion 1 variants 1k downloads/mo
Request this model on EU hardware All served models Not on the shared API today — deployed on request.

About

What LTX-2.3-IC-LoRA-Colorizer is

LTX-2.3-IC-LoRA-Colorizer Model description Still a work in progress. Use with LTX-2.3 IC workflows to add color to black and white footage. It is not perfect by any means but for the best results I recommend to: - Use the IC-LoRA workflow from Lightricks and bypass the controlnet part (I can provide a workflow if wanted) - Prompt for what colors you want things to be - Use a colorized inference frame for better color control - Overlay the final result over your input using a "color" blend mode to preserve the fine details of the original footage. - Generate color maps at half your target resolution for speed. Download model Download them in the Files & versions tab.

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

Specifications

What it is

MakerDoctorDiffusion
TypeVideo models
Variants1
Runs withdiffusers
Based onLightricks/LTX-2.3
Released2026-03-13
Popularity1k downloads / month
Likes40
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
LTX-2.3-IC-LoRA-ColorizerBF16Weights ↗

Using it via the API

Call it like any OpenAI endpoint

Once AxForge deploys ltx-2-3-ic-lora-colorizer for you, it answers on the OpenAI-compatible API — the same base URL and keys as every other model. (ltx-2-3-ic-lora-colorizer 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":"ltx-2-3-ic-lora-colorizer","prompt":"a drone shot over a forest"}'

Details

Languages, data & research

Tags

diffusers lora template:diffusion-lora ltx-2.3 colorize black&white color video2video vid2vid IC-LoRA video-to-video

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

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