Model reference · open weights

LTX-2.5

LTX-2.5 is an open-weight video model from comfyicu, 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 comfyicu 1 variants 50k downloads/mo
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About

What LTX-2.5 is

LTX-2.5 is an open world model with open weights, built for local execution and fine-tuning. Its established use is generating synchronized, high-fidelity video and audio from text, image, and video inputs; applicability to emerging domains such as robotics and physical AI is developing. Full control and customization — self-host on your own infrastructure. No per-generation billing, no per-seat lock-in, no forced API dependency. Revenue is measured across the whole entity, including subsidiaries and affiliates under common control. The full, binding terms live in LICENSE. What's new in LTX-2.5 - Native multishot generation — generate connected scenes in a single pass: multiple shots that hold character identity, environment, lighting, voice, and visual style across cuts (previous versions produced a single continuous shot). - Diffusion fidelity rendering — Instead of locking every scene to one compression rate, our model dynamically allocates compute by scene complexity and budget, rendering flawless detail where it matters, efficient everywhere else. - New diffusion video decoder — replaces the VAE reconstruction stage; sharper faces, textures, and on-screen text, better motion, and fewer artifacts in demanding scenes. - Custom Gemma 4 12B text encoder — holds complex prompts together (multiple characters, camera moves, lighting, actions) instead of dropping details across a longer sequence. - Prompt enhancer — expands a short prompt into richer cinematic instructions at minimal extra compute. - Duration predictor (optional) — an opt-in node predicts a clip's length from the prompt and sets the frame count for you, instead of relying on a fixed-duration parameter. - Substantially improved distilled model — retains much more of the full model's visual quality, prompt adherence, and motion consistency in a smaller, faster checkpoint. Model family & checkpoints LTX-2.5 ships as a split, Comfy-aligned pack (one .safetensors per component) rather than a single monolith. Point each CLI flag / loader at the file below. Transformers (DiT) Other components Usage Online demo Try LTX-2.5 in the API Playground without installing anything locally. Option A — Python (ltx-pi

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

Specifications

What it is

Makercomfyicu
TypeVideo models
Variants1
Runs withdiffusion-single-file
Released2026-08-13
Popularity50k downloads / month
Likes2
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-2.5BF16Weights ↗

Using it via the API

Call it like any OpenAI endpoint

Once AxForge deploys comfyicu-ltx-2-5 for you, it answers on the OpenAI-compatible API — the same base URL and keys as every other model. (comfyicu-ltx-2-5 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":"comfyicu-ltx-2-5","prompt":"a drone shot over a forest"}'

Details

Languages, data & research

Languages

en de es fr ja ko zh it pt

Tags

diffusion-single-file image-to-video text-to-video video-to-video image-text-to-video audio-to-video text-to-audio video-to-audio audio-to-audio text-to-audio-video image-to-audio-video image-text-to-audio-video ltx-video lightricks

Papers

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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