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LTX-2.5 (22B) on 24 GB of VRAM

Not at full quality. The 16-bit and 8-bit files are too big for 24 GB; the largest that fits is Q6_K (18.7 GB). 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 24 GB GPUData 2026-10-01
Runs
Yes, with a compressed file.

Q6_K (18.7 GB) fits with only 0.5 GB to spare (about 23.5 GB of 24 GB). Quality: very close to the original.

Best fileQ6_K
File size18.7 GB
VRAM needed~23.5 GB
System RAM48 GB+
Memory map · 24 GB GPU23.5 GB / 24 GB
012 GB24 GB
Weights Q6_K · 18.7 GBWorking memory · 4.0 GBReserve · 0.8 GBFree · 0.5 GB

01What to download

PartFileFolderSize
ModelLTX-2.5-Distilled-Q6_K.gguf
Q6_K · realrebelai/LTX-2.5_GGUFs
models/unet18.7 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 disk35.9 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 35.9 GB of RAM while loaded, 41.9 GB with Windows and ComfyUI. What happens with less. calculated

02Every file, on 24 GB

FileSizeNeededOn this cardQualityDownload
16-bit
SAFETENSORS · Lightricks
42.0 GB46.8 GB22.8 GB too bigthe original weightsHugging Face →
Q8_0
GGUF · realrebelai
23.6 GB28.4 GB4.4 GB too bigpractically identical to the originalHugging Face →
Q6_K ←
GGUF · realrebelai
18.7 GB23.5 GBfits · 0.5 GB sparevery close to the originalHugging Face →
Q5_K_M
GGUF · realrebelai
16.8 GB21.6 GBfits · 2.4 GB spareclose; small differences in fine detailHugging Face →
Q4_K_M
GGUF · realrebelai
15.1 GB19.9 GBfits · 4.1 GB sparegood; some loss in fine detail and textHugging Face →
Q3_K_M
GGUF · realrebelai
11.5 GB16.3 GBfits · 7.7 GB sparenoticeable loss of detailHugging Face →
Q2_K
GGUF · realrebelai
8.8 GB13.6 GBfits · 10.4 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.