Image-to-Video
Diffusers
Safetensors
text-to-video
video-to-video
image-text-to-video
audio-to-video
text-to-audio
video-to-audio
audio-to-audio
text-to-audio-video
image-to-audio-video
image-text-to-audio-video
ltx-2
ltx-2-3
ltx-video
ltxv
lightricks
Instructions to use vantagewithai/LTX-2.3-Split with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Diffusers
How to use vantagewithai/LTX-2.3-Split with Diffusers:
pip install -U diffusers transformers accelerate
import torch from diffusers import DiffusionPipeline from diffusers.utils import load_image, export_to_video # switch to "mps" for apple devices pipe = DiffusionPipeline.from_pretrained("vantagewithai/LTX-2.3-Split", dtype=torch.bfloat16, device_map="cuda") pipe.to("cuda") prompt = "A man with short gray hair plays a red electric guitar." image = load_image( "https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/diffusers/guitar-man.png" ) output = pipe(image=image, prompt=prompt).frames[0] export_to_video(output, "output.mp4") - Notebooks
- Google Colab
- Kaggle
Upload Vantage_LTX2.3_ID_LoRA.json
Browse files- Vantage_LTX2.3_ID_LoRA.json +324 -325
Vantage_LTX2.3_ID_LoRA.json
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| 3436 |
{
|
| 3437 |
"id": 128,
|
| 3438 |
"type": "CLIPTextEncode",
|
|
@@ -3484,15 +3472,15 @@
|
|
| 3484 |
"bgcolor": "#353"
|
| 3485 |
},
|
| 3486 |
{
|
| 3487 |
-
"id":
|
| 3488 |
-
"type": "
|
| 3489 |
"pos": [
|
| 3490 |
-
-
|
| 3491 |
-
|
| 3492 |
],
|
| 3493 |
"size": [
|
| 3494 |
-
|
| 3495 |
-
|
| 3496 |
],
|
| 3497 |
"flags": {},
|
| 3498 |
"order": 23,
|
|
@@ -3500,24 +3488,22 @@
|
|
| 3500 |
"inputs": [],
|
| 3501 |
"outputs": [
|
| 3502 |
{
|
| 3503 |
-
"name": "
|
| 3504 |
-
"type": "
|
| 3505 |
"links": [
|
| 3506 |
-
|
| 3507 |
]
|
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|
| 3508 |
}
|
| 3509 |
],
|
| 3510 |
"properties": {
|
| 3511 |
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|
| 3512 |
-
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|
| 3513 |
-
"Node name for S&R": "
|
| 3514 |
-
"models": [
|
| 3515 |
-
{
|
| 3516 |
-
"name": "ltx-2-spatial-upscaler-x2-1.1.safetensors",
|
| 3517 |
-
"url": "https://huggingface.co/Lightricks/LTX-2/resolve/main/ltx-2-spatial-upscaler-x2-1.1.safetensors",
|
| 3518 |
-
"directory": "latent_upscale_models"
|
| 3519 |
-
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|
| 3520 |
-
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|
| 3521 |
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|
| 3522 |
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|
| 3523 |
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|
|
@@ -3527,34 +3513,47 @@
|
|
| 3527 |
"secondTabWidth": 65
|
| 3528 |
},
|
| 3529 |
"widgets_values": [
|
| 3530 |
-
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|
| 3531 |
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|
| 3532 |
-
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|
| 3533 |
-
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|
| 3534 |
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|
| 3535 |
{
|
| 3536 |
-
"id":
|
| 3537 |
-
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|
| 3538 |
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|
| 3539 |
-
-
|
| 3540 |
-
|
| 3541 |
],
|
| 3542 |
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|
| 3543 |
-
|
| 3544 |
-
|
| 3545 |
],
|
| 3546 |
"flags": {},
|
| 3547 |
"order": 24,
|
| 3548 |
"mode": 0,
|
| 3549 |
"inputs": [],
|
| 3550 |
-
"outputs": [
|
| 3551 |
-
|
| 3552 |
-
|
|
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|
| 3553 |
"widgets_values": [
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| 3554 |
-
|
| 3555 |
],
|
| 3556 |
-
"color": "#
|
| 3557 |
-
"bgcolor": "#
|
| 3558 |
}
|
| 3559 |
],
|
| 3560 |
"links": [
|
|
@@ -3670,14 +3669,6 @@
|
|
| 3670 |
0,
|
| 3671 |
"VAE"
|
| 3672 |
],
|
| 3673 |
-
[
|
| 3674 |
-
85,
|
| 3675 |
-
61,
|
| 3676 |
-
0,
|
| 3677 |
-
64,
|
| 3678 |
-
1,
|
| 3679 |
-
"IMAGE"
|
| 3680 |
-
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|
| 3681 |
[
|
| 3682 |
86,
|
| 3683 |
86,
|
|
@@ -4301,6 +4292,14 @@
|
|
| 4301 |
91,
|
| 4302 |
1,
|
| 4303 |
"AUDIO"
|
|
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|
| 4304 |
]
|
| 4305 |
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|
| 4306 |
"floatingLinks": [
|
|
@@ -4486,8 +4485,8 @@
|
|
| 4486 |
"ds": {
|
| 4487 |
"scale": 1,
|
| 4488 |
"offset": [
|
| 4489 |
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|
| 4490 |
-
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|
| 4491 |
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|
| 4492 |
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|
| 4493 |
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|
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|
| 2 |
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|
| 3 |
"revision": 0,
|
| 4 |
"last_node_id": 143,
|
| 5 |
+
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|
| 6 |
"nodes": [
|
| 7 |
{
|
| 8 |
"id": 57,
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|
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|
| 75 |
"color": "#233",
|
| 76 |
"bgcolor": "#355"
|
| 77 |
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|
| 78 |
{
|
| 79 |
"id": 59,
|
| 80 |
"type": "EmptyLTXVLatentVideo",
|
|
|
|
| 294 |
{
|
| 295 |
"name": "image",
|
| 296 |
"type": "IMAGE",
|
| 297 |
+
"link": 213
|
| 298 |
},
|
| 299 |
{
|
| 300 |
"name": "latent",
|
|
|
|
| 344 |
"flags": {
|
| 345 |
"collapsed": true
|
| 346 |
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|
| 347 |
+
"order": 32,
|
| 348 |
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|
| 349 |
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|
| 350 |
{
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|
| 647 |
"color": "#233",
|
| 648 |
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|
| 649 |
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| 650 |
{
|
| 651 |
"id": 76,
|
| 652 |
"type": "MelBandRoFormerModelLoader",
|
|
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|
| 1996 |
46
|
| 1997 |
],
|
| 1998 |
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|
| 1999 |
+
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|
| 2000 |
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|
| 2001 |
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| 2002 |
{
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| 2033 |
"color": "#322",
|
| 2034 |
"bgcolor": "#533"
|
| 2035 |
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| 2036 |
{
|
| 2037 |
"id": 78,
|
| 2038 |
"type": "Reroute",
|
|
|
|
| 2250 |
136
|
| 2251 |
],
|
| 2252 |
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|
| 2253 |
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|
| 2254 |
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| 2255 |
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| 2289 |
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| 2292 |
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|
| 2293 |
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| 2294 |
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| 2335 |
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| 2338 |
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| 2339 |
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| 2340 |
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| 2341 |
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| 2374 |
82
|
| 2375 |
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| 2376 |
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|
| 2377 |
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|
| 2378 |
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|
| 2379 |
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| 2380 |
{
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|
| 2416 |
82
|
| 2417 |
],
|
| 2418 |
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|
| 2419 |
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|
| 2420 |
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|
| 2421 |
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| 2422 |
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| 2452 |
58
|
| 2453 |
],
|
| 2454 |
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|
| 2455 |
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|
| 2456 |
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|
| 2457 |
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|
| 2458 |
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|
| 2488 |
58
|
| 2489 |
],
|
| 2490 |
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|
| 2491 |
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|
| 2492 |
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|
| 2493 |
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|
| 2494 |
"outputs": [
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| 2526 |
"flags": {
|
| 2527 |
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|
| 2528 |
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|
| 2529 |
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|
| 2530 |
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|
| 2531 |
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| 2532 |
{
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| 2554 |
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| 2555 |
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| 2556 |
{
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| 2557 |
"name": "any_05",
|
| 2558 |
"type": "MODEL",
|
| 2559 |
"link": null
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|
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|
| 2633 |
82
|
| 2634 |
],
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| 2635 |
"flags": {},
|
| 2636 |
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|
| 2637 |
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|
| 2638 |
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| 2639 |
{
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|
| 2690 |
82
|
| 2691 |
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|
| 2692 |
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| 2693 |
+
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|
| 2694 |
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"## Model links\n\n**Models (dev)**\n\n- **BF16**: [ltx-2-3-22b-dev-model.safetensors](https://huggingface.co/vantagewithai/LTX-2.3-Split/resolve/main/model/ltx-2-3-22b-dev-model.safetensors?download=true)\n- **FP8**: [ltx-2.3-22b-dev_transformer_only_fp8_scaled.safetensors](https://huggingface.co/Kijai/LTX2.3_comfy/resolve/main/diffusion_models/ltx-2.3-22b-dev_transformer_only_fp8_scaled.safetensors?download=true)\n- **GGUF**: [ltx-2-3-22b-dev-XX_X.gguf](https://huggingface.co/vantagewithai/LTX-2.3-GGUF/tree/main/dev)\n\n**Models (distilled)**\n\n- **BF16**: [ltx-2-3-22b-distilled-model.safetensors](https://huggingface.co/vantagewithai/LTX-2.3-Split/resolve/main/model/ltx-2-3-22b-distilled-model.safetensors?download=true)\n- **FP8**: [ltx-2.3-22b-distilled_transformer_only_fp8_scaled.safetensors](https://huggingface.co/Kijai/LTX2.3_comfy/resolve/main/diffusion_models/ltx-2.3-22b-distilled_transformer_only_fp8_scaled.safetensors?download=true)\n- **GGUF**: [ltx-2-3-22b-distilled-XX_X.gguf](https://huggingface.co/vantagewithai/LTX-2.3-GGUF/tree/main/distilled)\n\n\n**text_encoders**\n\n- [gemma_3_12B_it.safetensors](https://huggingface.co/Comfy-Org/ltx-2/resolve/main/split_files/text_encoders/gemma_3_12B_it.safetensors)\n- [ltx-2-3-22b-text_encoder.safetensors](https://huggingface.co/vantagewithai/LTX-2.3-Split/resolve/main/text_encoder/ltx-2-3-22b-text_encoder.safetensors?download=true)\n\n**vae**\n\n- [ltx-2-3-22b-VAE.safetensors](https://huggingface.co/vantagewithai/LTX-2.3-Split/resolve/main/vae/ltx-2-3-22b-VAE.safetensors?download=true)\n- [ltx-2-3-22b-audio_vae.safetensors](https://huggingface.co/vantagewithai/LTX-2.3-Split/resolve/main/audio_vae/ltx-2-3-22b-audio_vae.safetensors?download=true)\n\n**loras**\n\n- [ltx-2.3-22b-distilled-lora-384.safetensors](https://huggingface.co/Lightricks/LTX-2.3/resolve/main/ltx-2.3-22b-distilled-lora-384.safetensors?download=true)\n- [id-lora-celebvhq-3k.safetensors](https://huggingface.co/vantagewithai/LTX-2.3-Split/resolve/main/loras/id-lora-celebvhq-3k.safetensors?download=true)\n\n**latent_upscale_models**\n\n- [ltx-2.3-spatial-upscaler-x2-1.1.safetensors](https://huggingface.co/Lightricks/LTX-2.3/resolve/main/ltx-2.3-spatial-upscaler-x2-1.1.safetensors?download=true)\n\n**Vocals Extraction**\n\n- [MelBandRoformer_fp32.safetensors](https://huggingface.co/Kijai/MelBandRoFormer_comfy/resolve/main/MelBandRoformer_fp32.safetensors?download=true)\n\nModel Storage Location\n\n```\n📂 ComfyUI/\n├── 📂 models/\n│ ├── 📂 checkpoints/\n│ │ └── ltx-2-3-22b-audio_vae.safetensors\n│ ├── 📂 diffusion_models/\n│ │ └── ltx-2-3-22b-dev-model.safetensors\n│ │ └── MelBandRoformer_fp32.safetensors\n│ ├── 📂 unet/\n│ │ ├── ltx-2-3-22b-dev-XX_X.gguf\n│ ├── 📂 text_encoders/\n│ │ ├── gemma_3_12B_it.safetensors\n│ │ └── ltx-2-3-22b-text_encoder.safetensors\n│ ├── 📂 vae/\n│ │ ├── ltx-2-3-22b-VAE.safetensors\n│ ├── 📂 loras/\n│ │ └── ltx-2.3-22b-distilled-lora-384.safetensors\n│ │ └── id-lora-celebvhq-3k.safetensors\n│ └── 📂 latent_upscale_models/\n│ └── ltx-2.3-spatial-upscaler-x2-1.0.safetensors\n```\n"
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| 3246 |
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