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LTX-2.5 (22B) on 32 GB of VRAM

Yes. Q8_0 fits on 32 GB with 3.6 GB to spare. The July 2026 LTX, with a custom Gemma 4 12B text encoder. GGUF sizes differ a lot between uploaders because they mix precisions differently; figures here use realrebelai's distilled files.

Video model · 22BAny 32 GB GPUData 2026-10-01
Runs well
Yes.

Take Q8_0 (23.6 GB). In use it comes to about 28.4 GB, with 3.6 GB left over on 32 GB.

Best fileQ8_0
File size23.6 GB
VRAM needed~28.4 GB
System RAM48 GB+
Memory map · 32 GB GPU28.4 GB / 32 GB
016 GB32 GB
Weights Q8_0 · 23.6 GBWorking memory · 4.0 GBReserve · 0.8 GBFree · 3.6 GB

01What to download

PartFileFolderSize
ModelLTX-2.5-Distilled-Q8_0.gguf
Q8_0 · realrebelai/LTX-2.5_GGUFs
models/unet23.6 GBDownload →
Text encodergemma4-12b-with-proj-ltx-2.5-comfy-int8-convrot.safetensors
Gemma 4 12B + LTX projection INT8 (convrot) · Lightricks/LTX-2.5
models/text_encoders15.4 GBDownload →
VAEltx-2.5-video-vae-bf16.safetensors
LTX-2.5 video VAE (DiffVAE) BF16 · Lightricks/LTX-2.5
models/vae1.5 GBDownload →
Also neededltx-2.5-audio-vae-bf16.safetensors
LTX-2.5 audio VAE + vocoder BF16 · Lightricks/LTX-2.5
models/vae0.4 GBDownload →
Total download · keep about the same free on disk40.8 GB

Alternatives: Gemma 4 12B + LTX projection BF16 (26.3 GB). Only for some workflows: LTX-2.5 latent spatial upscaler x2 (1.0 GB, official two-stage template); Gemma 4 E2B INT8 (prompt enhancer, optional) (5.2 GB, only if prompt enhancer enabled). Sizes from Hugging Face, 2026-10-01.

System RAM: 48 GB or more. These files take about 40.8 GB of RAM while loaded, 46.8 GB with Windows and ComfyUI. What happens with less. calculated

02Every file, on 32 GB

FileSizeNeededOn this cardQualityDownload
16-bit
SAFETENSORS · Lightricks
42.0 GB46.8 GB14.8 GB too bigthe original weightsHugging Face →
Q8_0 ←
GGUF · realrebelai
23.6 GB28.4 GBfits · 3.6 GB sparepractically identical to the originalHugging Face →
Q6_K
GGUF · realrebelai
18.7 GB23.5 GBfits · 8.5 GB sparevery close to the originalHugging Face →
Q5_K_M
GGUF · realrebelai
16.8 GB21.6 GBfits · 10.4 GB spareclose; small differences in fine detailHugging Face →
Q4_K_M
GGUF · realrebelai
15.1 GB19.9 GBfits · 12.1 GB sparegood; some loss in fine detail and textHugging Face →
Q3_K_M
GGUF · realrebelai
11.5 GB16.3 GBfits · 15.7 GB sparenoticeable loss of detailHugging Face →
Q2_K
GGUF · realrebelai
8.8 GB13.6 GBfits · 18.4 GB spareheavy loss; a last resortHugging Face →

“Needed” adds 4 GB of working memory for LTX-2.5 and a 0.8 GB reserve. Sizes 2026-10-01.