BennyDaBall/LTX-2.5-22b-distilled-nvfp4-comfy
text-to-video model by BennyDaBall
Older snapshot: check the original source for current information.
From the publisher
Model card & documentation
Source previewRead the publisher’s intended use, setup instructions, evaluations and limitations. The original model card is the source of truth.
The full NVFP4 build of the LTX-2.5 22B distilled transformer, stamped so ComfyUI actually loads it. Smallest working 22B on the board — 18.7GB, 2.8GB lighter than the official comfy-int8 — and the same-seed output holds up frame for frame. Image-to-video with this checkpoint, 50fps — the sign text stays legible the whole clip. Same seed, same prompt, both quants: Official comfy-int8-convrot (21.5GB) NVFP4 — this repo (18.7GB) Top row: text-to-video. Bottom row: image-to-video from a single keyframe — same start image, same seed, both quants. Native synced audio on all four (yes, the disco clips come with their own disco track). Lightricks ships an NVFP4 export of the 2.5 distilled DiT, but it's a raw TensorRT-ModelOpt export. Load it through ComfyUI's UNETLoader and you get: That 2048x4096 is a packed 4-bit weight being read as raw bytes — exactly half the width it should be. The funny part: the…
Read the full model card ↗ · Preview checked 2026-10-28T21:32:44.899Z
Inside the original model card — Document outline
Headings are captured from the source. Links open the publisher’s document, not a locally hosted copy.
Links from the model card
References supplied by the publisher, not independently verified endorsements. Check the destination before downloading files or entering credentials.
Documentation belongs to its respective authors. Reported project/model license: other. A listing is not a grant of reuse or training rights. Confirm the document’s own terms at the source.
Model overview
BennyDaBall/LTX-2.5-22b-distilled-nvfp4-comfy is a text-to-video model repository published by BennyDaBall on Hugging Face. The source reports the ltx library.
This page summarizes Hub metadata. For intended use, training data, evaluation results and limitations, consult the original model card.
Model facts
- Task
- text-to-video
- Library
- ltx
- Recent downloads (30 days)
- 2,985
- Cumulative likes
- 6
- Hugging Face trending score
- 0
- Reported safetensors parameters
- Not reported
- Architecture
- Not reported
- License
- other
- Access
- Not gated by Hugging Face
- Created
- 2026-08-11T23:55:39.000Z
- Last modified
- 2026-08-17T02:02:05.000Z
Compatibility and lineage
Language coverage was not reported.
Reported base models: Lightricks/LTX-2.5
Parameter count is not a RAM/VRAM requirement. Check precision, quantization, context length and runtime compatibility in the model card; no hardware or API-cost claim is inferred here.
Use and evaluate
Check license terms and access requirements first. Review the model card’s documented loading instructions, evaluations and safety limitations. Benchmark scores are not imported by this directory, and popularity is not an accuracy ranking.
No model weights are downloaded or executed by AltAPIs. Never enable remote model code without reviewing it.
Source and freshness
Source: Hugging Face Hub. Metadata observed 2026-10-06T06:40:00.709Z. Daily imports are snapshots, not real-time monitoring.
Popularity and source listings do not establish security, suitability, licensing rights or benchmark performance.
Related models
QuantStack/Wan2.2-TI2V-5B-GGUF
QuantStack/Wan2.2-T2V-A14B-GGUF