Instructions to use gguf-org/ltx2-gguf with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- llama.cpp
How to use gguf-org/ltx2-gguf with llama.cpp:
Install (macOS, Linux)
curl -LsSf https://llama.app/install.sh | sh # Start a local OpenAI-compatible server with a web UI: llama serve -hf gguf-org/ltx2-gguf:Q2_K # Run inference directly in the terminal: llama cli -hf gguf-org/ltx2-gguf:Q2_K
Install from WinGet (Windows)
winget install llama.cpp # Start a local OpenAI-compatible server with a web UI: llama serve -hf gguf-org/ltx2-gguf:Q2_K # Run inference directly in the terminal: llama cli -hf gguf-org/ltx2-gguf:Q2_K
Use pre-built binary
# Download pre-built binary from: # https://github.com/ggerganov/llama.cpp/releases # Start a local OpenAI-compatible server with a web UI: ./llama-server -hf gguf-org/ltx2-gguf:Q2_K # Run inference directly in the terminal: ./llama-cli -hf gguf-org/ltx2-gguf:Q2_K
Build from source code
git clone https://github.com/ggerganov/llama.cpp.git cd llama.cpp cmake -B build cmake --build build -j --target llama-server llama-cli # Start a local OpenAI-compatible server with a web UI: ./build/bin/llama-server -hf gguf-org/ltx2-gguf:Q2_K # Run inference directly in the terminal: ./build/bin/llama-cli -hf gguf-org/ltx2-gguf:Q2_K
Use Docker
docker model run hf.co/gguf-org/ltx2-gguf:Q2_K
- LM Studio
- Jan
- Ollama
How to use gguf-org/ltx2-gguf with Ollama:
ollama run hf.co/gguf-org/ltx2-gguf:Q2_K
- Unsloth Desktop
- Docker Model Runner
How to use gguf-org/ltx2-gguf with Docker Model Runner:
docker model run hf.co/gguf-org/ltx2-gguf:Q2_K
- Lemonade
How to use gguf-org/ltx2-gguf with Lemonade:
Pull the model
# Download Lemonade from https://lemonade-server.ai/ lemonade pull gguf-org/ltx2-gguf:Q2_K
Run and chat with the model
lemonade run user.ltx2-gguf-Q2_K
List all available models
lemonade list
- Atomic Chat
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You can try 1920*1088 if you have a powerful GPU."],"color":"#222","bgcolor":"#000"},{"id":95,"type":"MarkdownNote","pos":[-189.333378632047,3832.666401801292],"size":[480,731.796875],"flags":{},"order":1,"mode":0,"inputs":[],"outputs":[],"title":"Model Links","properties":{},"widgets_values":["- Huggingface: [Lightricks/LTX-2](https://huggingface.co/Lightricks/LTX-2)\n- Github: [LTX-2](https://github.com/Lightricks/LTX-2)\n\n## LTX-2 Prompting Tips\n\n1. **Core Actions**: Describe events and actions as they occur over time \n2. **Visual Details**: Describe all visual details you want to appear in the video \n3. **Audio**: Describe sounds and dialogue needed for the scene\n\n## Report LTX-2 Issues\nTo report any issues when running this workflow, [go to GitHub](https://github.com/Lightricks/ComfyUI-LTXVideo/issues)\n\n## Model links (for local users)\n\n**checkpoints**\n- [ltx-2-19b-dev.safetensors](https://huggingface.co/Lightricks/LTX-2/resolve/main/ltx-2-19b-dev.safetensors)\n- [ltx-2-19b-dev-fp8.safetensors](https://huggingface.co/Lightricks/LTX-2/resolve/main/ltx-2-19b-dev-fp8.safetensors)\n\n**text_encoders**\n\n- [gemma_3_12B_it_fp4_mixed.safetensors](https://huggingface.co/Comfy-Org/ltx-2/resolve/main/split_files/text_encoders/gemma_3_12B_it_fp4_mixed.safetensors)\n\n**loras**\n\n- [ltx-2-19b-distilled-lora-384.safetensors](https://huggingface.co/Lightricks/LTX-2/resolve/main/ltx-2-19b-distilled-lora-384.safetensors)\n- [ltx-2-19b-lora-camera-control-dolly-left.safetensors](https://huggingface.co/Lightricks/LTX-2-19b-LoRA-Camera-Control-Dolly-Left/resolve/main/ltx-2-19b-lora-camera-control-dolly-left.safetensors)\n\n**latent_upscale_models**\n\n- [ltx-2-spatial-upscaler-x2-1.0.safetensors](https://huggingface.co/Lightricks/LTX-2/resolve/main/ltx-2-spatial-upscaler-x2-1.0.safetensors)\n\n\nModel Storage Location\n\n```\nπ ComfyUI/\nβββ π models/\nβ βββ π checkpoints/\nβ β βββ ltx-2-19b-dev.safetensors\nβ β βββ ltx-2-19b-dev-fp8.safetensors\nβ βββ π text_encoders/\nβ β βββ gemma_3_12B_it_fp4_mixed.safetensors\nβ βββ π loras/\nβ β βββ ltx-2-19b-distilled-lora-384.safetensors\nβ β βββ ltx-2-19b-lora-camera-control-dolly-left.safetensors\nβ βββ π latent_upscale_models/\nβ βββ ltx-2-spatial-upscaler-x2-1.0.safetensors\n```\n\n\n## Report other issues\n\nNote: please update ComfyUI first ([guide](https://docs.comfy.org/zh-CN/installation/update_comfyui)) and prepare required models. Desktop/Cloud ship stable builds; nightly-supported models may not be included yet, please wait for the next stable release.\n\n- Cannot run / runtime errors: [ComfyUI/issues](https://github.com/comfyanonymous/ComfyUI/issues)\n- UI / frontend issues: [ComfyUI_frontend/issues](https://github.com/Comfy-Org/ComfyUI_frontend/issues)\n- Workflow issues: [workflow_templates/issues](https://github.com/Comfy-Org/workflow_templates/issues)"],"color":"#222","bgcolor":"#000"},{"id":94,"type":"MarkdownNote","pos":[500,3690],"size":[210,88],"flags":{},"order":2,"mode":0,"inputs":[],"outputs":[],"title":"Note","properties":{},"widgets_values":["Click on the top-right corner of the node to open the [subgraph](https://docs.comfy.org/interface/features/subgraph) \nπ"],"color":"#222","bgcolor":"#000"},{"id":92,"type":"b7c2d337-c38d-4c04-922b-2d638449d13e","pos":[320,3840],"size":[400,470],"flags":{"collapsed":false},"order":3,"mode":0,"inputs":[{"name":"width","type":"INT","widget":{"name":"width"},"link":null},{"name":"height","type":"INT","widget":{"name":"height"},"link":null},{"label":"frame_count","name":"value","type":"INT","widget":{"name":"value"},"link":null},{"name":"noise_seed","type":"INT","widget":{"name":"noise_seed"},"link":null},{"name":"text","type":"STRING","widget":{"name":"text"},"link":null},{"name":"ckpt_name","type":"COMBO","widget":{"name":"ckpt_name"},"link":null}],"outputs":[{"localized_name":"VIDEO","name":"VIDEO","type":"VIDEO","links":[252]}],"properties":{"proxyWidgets":[["-1","text"],["-1","value"],["-1","width"],["-1","height"],["-1","noise_seed"],["11","control_after_generate"],["-1","ckpt_name"]],"cnr_id":"comfy-core","ver":"0.7.0","enableTabs":false,"tabWidth":65,"tabXOffset":10,"hasSecondTab":false,"secondTabText":"Send Back","secondTabOffset":80,"secondTabWidth":65},"widgets_values":["A close-up of a cheerful girl puppet with curly auburn yarn hair and wide button eyes, holding a small red umbrella above her head. 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