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+ "MODELS DOWNLOAD: \n\n\nhttps://huggingface.co/Kijai/LTX2.3_comfy\n\nText encoder : https://huggingface.co/Comfy-Org/ltx-2 \n\nDISTILLED LORA:\nOnly use this if using the DEV model as main model. For low step (use Dev as if it was distilled), set the lora strenght to 0.5-0.6. For higher step count, and CFG, set the lora steps to 0.2 as per LTX own recommendations. Feel free to experiment . \n\nIf you need more model info and where to find and where to save the models : https://huggingface.co/RuneXX/LTX-2.3-Workflows/discussions/10"
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+ "## LTX-2 Prompting Tips\n1. **Core Actions**: Describe events and actions as they occur over time \n2. **Audio**: Describe sounds and dialogue needed for the scene \n3. **Reference Image**: Do not repeat details already present \n4. **Consistency**: Avoid instructions that do not match the reference image, as this will degrade results"
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+ "If using some user made LTX-2 loras they sometimes are not trained on audio, so it will produce very noisy audio outputs. Try use KJNodes LTX-2 Lora Loader Advanced in such cases, and set the non video strenght to zero\n"
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+ "Tiny VAE for sampler previews. \nOptionally you can drop this for a lower res latent RGB built into the node \n\nhttps://github.com/madebyollin/taehv/blob/main/safetensors/taeltx2_3.safetensors"
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4372
+ "inputs": {
4373
+ "torch_compile": true,
4374
+ "disable_backup": false,
4375
+ "model": [
4376
+ "1",
4377
+ 0
4378
+ ]
4379
+ },
4380
+ "class_type": "LTXVSequenceParallelMultiGPUPatcher",
4381
+ "_meta": {
4382
+ "title": "LTXVSequenceParallelMultiGPUPatcher"
4383
+ }
4384
+ },
4385
+ "45": {
4386
+ "inputs": {
4387
+ "frame_idx": 0,
4388
+ "strength": 1
4389
+ },
4390
+ "class_type": "LTXVAddGuide",
4391
+ "_meta": {
4392
+ "title": "LTXVAddGuide"
4393
+ }
4394
+ }
4395
+ },
4396
+ "comfy_fork_version": "feature/av_inference@a6994ed1",
4397
+ "VHS_latentpreview": false,
4398
+ "VHS_latentpreviewrate": 0,
4399
+ "VHS_MetadataImage": false,
4400
+ "VHS_KeepIntermediate": false
4401
+ },
4402
+ "version": 0.4
4403
+ }
LTX-2.3_-_V2V_Extend_Any_Video.json ADDED
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README.md ADDED
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1
+ ---
2
+ tags:
3
+ - ltx
4
+ - ltx-2
5
+ - comfyui
6
+ - comfy
7
+ - gguf
8
+ - ltx-video
9
+ - ltx-2-3
10
+ - ltxv
11
+ - text-to-video
12
+ - image-to-video
13
+ - audio-to-video
14
+ - video-to-video
15
+ ---
16
+ <video controls>
17
+ <source src="https://cdn-uploads.huggingface.co/production/uploads/64afc36a09727d75e9ca79aa/UisZ7XyIYhQgcnIKnt8h0.mp4" type="video/mp4">
18
+ Your browser does not support the video tag.
19
+ </video>
20
+
21
+ The workflows are based on the extracted models from https://huggingface.co/Kijai/LTX2.3_comfy
22
+ The extracted models might run easier on your computer (as separate files).
23
+ (but you can easily swap out the model loader for the ComfyUI default model loader if you want to load the checkpoint with "all in one" vae built-in etc)
24
+
25
+
26
+ **LTX-2.3 Main Model Downloads (split models):**
27
+ - Main split models used in these workflows (LTX-2.3 dev & distilled safetensor, embeddings, audio & video vae & tiny vae):
28
+ https://huggingface.co/Kijai/LTX2.3_comfy
29
+
30
+ **Gemma - either safetensor or GGUF:**
31
+ 1) Gemma 3 12B it safetensor: https://huggingface.co/Comfy-Org/ltx-2/tree/main/split_files/text_encoders
32
+
33
+ 2) Gemma 3 12B it GGUF: https://huggingface.co/unsloth/gemma-3-12b-it-GGUF/
34
+
35
+ **Upscale Model**
36
+ 1) ltx-2.3-spatial-upscaler (only need the 2x file) - : https://huggingface.co/Lightricks/LTX-2.3/tree/main
37
+
38
+
39
+ **LTX-2.3 GGUF models (for GGUF workflows)** - one of the source below:
40
+
41
+ 1) Quantstack: https://huggingface.co/QuantStack/LTX-2.3-GGUF
42
+ 2) Unsloth : https://huggingface.co/unsloth/LTX-2.3-GGUF
43
+ 3) Vantage : https://huggingface.co/vantagewithai/LTX-2.3-GGUF
44
+
45
+
46
+ **Tiny Vae by madebyollin (for sampler previews)**:
47
+ (Optional/Recommended. Without this vae you still get previews with latentrgb from KJnodes, at a lower res)
48
+
49
+
50
+
51
+ If you are unsure where to put the files see <a href="https://huggingface.co/RuneXX/LTX-2.3-Workflows/discussions/10
52
+ ">here</a>
53
+
54
+ ----
55
+
56
+ **Needed nodes:**
57
+
58
+ + https://github.com/kijai/ComfyUI-KJNodes (NB! Must be up to date for LTX-2 support)
59
+
60
+ + https://github.com/city96/ComfyUI-GGUF (NB! Must be up to date for LTX-2 support)
61
+
62
+ + ComfyUI itself must be updated to very latest
63
+
64
+
65
+ ----
66
+
67
+ **LTX-2.3**
68
+
69
+ Lighttricks LTX-2.3 main repro: https://huggingface.co/Lightricks/LTX-2.3
70
+ Lightricks LTX-2.3 Collection (loras etc): https://huggingface.co/collections/Lightricks/ltx-23
71
+
72
+ ----
73
+
74
+ More workflows :
75
+
76
+ ComfyUI Official Workflows : https://blog.comfy.org/p/ltx-23-day-0-supporte-in-comfyui
77
+
78
+ LTX-2 Video Official Workflows : https://github.com/Lightricks/ComfyUI-LTXVideo/tree/master/example_workflows/2.3