Image-to-Video
LTX.io
GGUF
ltx-2
comfyui
comfy
ltx-video
ltx-2-3
ltx-2.5
ltxv
text-to-video
audio-to-video
video-to-video
Instructions to use RuneXX/LTX-2.3-2.5-Workflows with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- LTX.io
How to use RuneXX/LTX-2.3-2.5-Workflows with LTX.io:
# Install the LTX-2 pipelines git clone https://github.com/Lightricks/LTX-2.git cd LTX-2 uv sync --frozen
# Download the weights from this repo, plus the Gemma text encoder hf download RuneXX/LTX-2.3-2.5-Workflows --local-dir models/LTX-2.3-2.5-Workflows hf download google/gemma-3-12b-it-qat-q4_0-unquantized --local-dir models/gemma-3-12b
# Fast pipeline (distilled model, no distilled LoRA needed) uv run python -m ltx_pipelines.distilled \ --distilled-checkpoint-path models/LTX-2.3-2.5-Workflows/<distilled-checkpoint>.safetensors \ --spatial-upsampler-path models/LTX-2.3-2.5-Workflows/<spatial-upsampler>.safetensors \ --gemma-root models/gemma-3-12b \ --prompt "A beautiful sunset over the ocean" \ --output-path output.mp4 # For image-to-video, add: --image path/to/image.jpg 0 0.8# HQ pipeline (two-stage, higher quality) uv run python -m ltx_pipelines.ti2vid_two_stages_hq \ --checkpoint-path models/LTX-2.3-2.5-Workflows/<checkpoint>.safetensors \ --distilled-lora models/LTX-2.3-2.5-Workflows/<distilled-lora>.safetensors 0.8 \ --spatial-upsampler-path models/LTX-2.3-2.5-Workflows/<spatial-upsampler>.safetensors \ --gemma-root models/gemma-3-12b \ --prompt "A beautiful sunset over the ocean" \ --output-path output.mp4 # For image-to-video, add: --image path/to/image.jpg 0 0.8 - Notebooks
- Google Colab
- Kaggle
Update First-Last-Frame/LTX-2.3_-_FML2V_First_Middle_Last_Frame.json
Browse files
First-Last-Frame/LTX-2.3_-_FML2V_First_Middle_Last_Frame.json
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},
|
| 6780 |
-
"order":
|
| 6781 |
"mode": 0,
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| 6782 |
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|
| 6783 |
{
|
| 6784 |
"name": "image",
|
| 6785 |
"type": "IMAGE",
|
| 6786 |
-
"link":
|
| 6787 |
},
|
| 6788 |
{
|
| 6789 |
"name": "mask",
|
|
@@ -6797,7 +6659,7 @@
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|
| 6797 |
"widget": {
|
| 6798 |
"name": "width"
|
| 6799 |
},
|
| 6800 |
-
"link":
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| 6801 |
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|
| 6802 |
{
|
| 6803 |
"name": "height",
|
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@@ -6805,7 +6667,7 @@
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| 6805 |
"widget": {
|
| 6806 |
"name": "height"
|
| 6807 |
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|
| 6808 |
-
"link":
|
| 6809 |
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|
| 6810 |
],
|
| 6811 |
"outputs": [
|
|
@@ -6813,7 +6675,7 @@
|
|
| 6813 |
"name": "IMAGE",
|
| 6814 |
"type": "IMAGE",
|
| 6815 |
"links": [
|
| 6816 |
-
|
| 6817 |
]
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| 6818 |
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| 6819 |
{
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@@ -6838,8 +6700,8 @@
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| 6838 |
"Node name for S&R": "ImageResizeKJv2"
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| 6839 |
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| 6840 |
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| 6843 |
"nearest-exact",
|
| 6844 |
"crop",
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| 6845 |
"0, 0, 0",
|
|
@@ -6847,6 +6709,144 @@
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|
| 6847 |
32,
|
| 6848 |
"cpu"
|
| 6849 |
]
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| 6850 |
}
|
| 6851 |
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|
@@ -7322,14 +7322,6 @@
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|
| 7322 |
2,
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| 7323 |
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|
| 7324 |
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| 7325 |
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| 7326 |
-
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| 7329 |
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| 7330 |
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| 7331 |
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| 7332 |
-
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| 7333 |
[
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| 7334 |
302,
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| 7335 |
147,
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@@ -7346,14 +7338,6 @@
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| 7346 |
0,
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| 7347 |
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| 7348 |
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| 7349 |
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| 7350 |
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| 7352 |
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| 7353 |
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48,
|
| 7354 |
-
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|
| 7355 |
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|
| 7356 |
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| 7357 |
[
|
| 7358 |
308,
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| 7359 |
215,
|
|
@@ -7873,6 +7857,22 @@
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| 7873 |
32,
|
| 7874 |
1,
|
| 7875 |
"INT"
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| 7876 |
]
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| 7877 |
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| 7878 |
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@@ -8079,8 +8079,8 @@
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| 8079 |
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| 8080 |
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| 8081 |
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@@ -8616,8 +8616,8 @@
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| 8617 |
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@@ -9182,10 +9182,10 @@
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| 3 |
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