Model reference · open weights

LTX-2.3-1.1

LTX-2.3-1.1 is an open-weight video model from Abiray, 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.

Licence fee required Video Abiray 1 variants 15k downloads/mo
Request a licence + hosting quote All served models Not on the shared API today — deployed on request.

About

What LTX-2.3-1.1 is

LTX-Video 2.3 (v1.1) 22B Distilled - GGUF This repository contains the LTX-Video 2.3 (v1.1) Distilled weights, quantized to GGUF format. GGUF offers highly efficient inference and excellent memory scaling, allowing you to run this heavy 22B parameter model on consumer hardware by splitting the workload between your GPU (VRAM) and CPU (System RAM). ⚡ Model Details - Architecture: LTX-Video 2.3 22B Distilled(v1.1) - Parameter Count: ~22B - Format: GGUF - Special Feature: Native Audio-Visual generation (DiT-based) 📦 Available Quantizations Choose the version that best fits your system's memory constraints. LTX-2.3-22B-distilled-1.1-Q80.gguf (25.5 GB): Highest quality, nearly indistinguishable from unquantized. Requires significant RAM/VRAM. LTX-2.3-22B-distilled-1.1-Q6K.gguf (21.0 GB): Excellent balance of quality and size. Recommended for high-end GPUs. LTX-2.3-22B-distilled-1.1-Q5KM.gguf (19.4 GB): Very good quality with a smaller footprint. LTX-2.3-22B-distilled-1.1-Q4KM.gguf (17.8 GB): The standard recommendation for most users. Great trade-off between performance and visual fidelity. LTX-2.3-22B-distilled-1.1-Q3KM.gguf (14.7 GB): Smallest footprint. Best for machines with limited memory, though minor visual degradation may occur. 🛠️ Usage & Implementation (ComfyUI) To use these GGUF files in ComfyUI, you will need a custom node suite that supports loading GGUF models (such as ComfyUI-GGUF). 📜 License This model is released under the LTX-2 Community License Agreement by Lightricks.

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

Specifications

What it is

MakerAbiray
TypeVideo models
Variants1
Based onLightricks/LTX-2.3
Released2026-04-14
Popularity15k downloads / month
Likes36
LicenceCommercial licence needed

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-2.3-22B-DISTILLED-1.1-GGUFGGUFWeights ↗

Using it via the API

Call it like any OpenAI endpoint

Once AxForge deploys ltx-2-3-1-1 for you, it answers on the OpenAI-compatible API — the same base URL and keys as every other model. (ltx-2-3-1-1 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-2-3-1-1","prompt":"a drone shot over a forest"}'

Details

Languages, data & research

Languages

en

Tags

gguf text-to-video image-to-video audio-to-video ltx-video quantized distilled dit en

Licence

Commercial licence needed

The weights are open but its licence needs a commercial agreement for business use. AxForge can arrange that licence and host the model for you — you pay AxForge, we settle with the model’s maker. Ask us for a quote. Read the licence ↗

Sources

Weights & code

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