---
license: apache-2.0
tags:
- comfyui
- workflow
- ltxv2
- gguf
- low-vram
- text-to-video
- image-to-video
- beginner-friendly
---

# LTX2 GGUF — Low VRAM Video Generation (I2V / T2V)

**By:** [The_frizzy1](https://civitai.com/user/The_frizzy1)
**Hardware target:** RTX 3050 (4 GB) / RTX 3060 (12 GB)
**CivitAI:** https://civitai.com/models/2339823/ltx2-gguf-low-vram-video-generation-i2v-t2v
**YouTube:** https://www.youtube.com/@the_frizzy1

🎥 **Video Explainer:** https://www.youtube.com/watch?v=nnHUBMgdJac

---

## What This Is

Simple color-coded GGUF workflow for LTXV-2 in ComfyUI. Lightweight, I2V and T2V support.

---

## Tested Hardware

| Hardware | Notes |
|----------|-------|
| RTX 3060 12GB + 48GB RAM | Main test hardware |
| RTX 3050 4GB + 16GB RAM | Enable Triton |

---

## Common Issues

- `LTXVEmptyLatentAudio – AttributeError` → Update KJNodes to v1.2.8+
- Checkerboard noise → Update all nodes + ComfyUI

---

## Required Custom Nodes

| Node | Link |
|------|------|
| ComfyUI-GGUF | https://github.com/city96/ComfyUI-GGUF |
| KJNodes *(keep updated!)* | https://github.com/kijai/ComfyUI-KJNodes |

---

## Model Downloads

Main: https://huggingface.co/Kijai/LTXV2_comfy/tree/main/

**Diffusion (pick one):**
| File | VRAM |
|------|------|
| [Q4_K_M](https://huggingface.co/Kijai/LTXV2_comfy/resolve/main/diffusion_models/ltx-2-19b-dev_Q4_K_M.gguf) | Less |
| [Q8_0](https://huggingface.co/Kijai/LTXV2_comfy/resolve/main/diffusion_models/ltx-2-19b-dev_Q8_0.gguf) | More / better |

**Text Encoders (both required):**
- https://huggingface.co/Comfy-Org/ltx-2/tree/main/split_files/text_encoders
- https://huggingface.co/Kijai/LTXV2_comfy/resolve/main/text_encoders/ltx-2-19b-embeddings_connector_dev_bf16.safetensors

**VAE (both files):** https://huggingface.co/Kijai/LTXV2_comfy/tree/main/VAE

**Upscaler:** https://huggingface.co/Lightricks/LTX-2/tree/main/ltx-2-spatial-upscaler-x2-1.0.safetensors

**LoRAs:**
- [Distilled](https://huggingface.co/Kijai/LTXV2_comfy/resolve/main/loras/ltx-2-19b-distilled-lora_resized_dynamic_fro09_avg_rank_175_fp8.safetensors)
- [Camera Dolly Left *(optional)*](https://huggingface.co/Lightricks/LTX-2-19b-LoRA-Camera-Control-Dolly-Left/tree/main)

---

## Changelog

| Version | Notes |
|---------|-------|
| v1.5 | Current release |
| v1.0 | Initial release |