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-Dual-Character-ICLoRA.json
Browse files
Vantage-LTX2.3-Dual-Character-ICLoRA.json
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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- [LTX2.3-IC-LORA-Dual-Character.safetensors](https://huggingface.co/vantagewithai/LTX-2.3-Split/resolve/main/loras/LTX2.3-IC-LORA-Dual-Character.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```\nπ ComfyUI/\nβββ π models/\nβ βββ π checkpoints/\nβ β βββ ltx-2-3-22b-audio_vae.safetensors\nβ βββ π diffusion_models/\nβ β βββ ltx-2-3-22b-dev-model.safetensors\nβ β βββ MelBandRoformer_fp32.safetensors\nβ βββ π unet/\nβ β βββ ltx-2-3-22b-dev-XX_X.gguf\nβ βββ π text_encoders/\nβ β βββ gemma_3_12B_it.safetensors\nβ β βββ ltx-2-3-22b-text_encoder.safetensors\nβ βββ π vae/\nβ β βββ ltx-2-3-22b-VAE.safetensors\nβ βββ π loras/\nβ β βββ ltx-2.3-22b-distilled-lora-384.safetensors\nβ β βββ LTX2.3-IC-LORA-Dual-Character.safetensors\nβ βββ π latent_upscale_models/\nβ βββ ltx-2.3-spatial-upscaler-x2-1.1.safetensors\n```\n"
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"| Model Type | Recommended Steps | CFG |\n| -------- | -------- | -------- |\n| Dev | 20-25 | 4 |\n| Distilled | 8 | 1 |"
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"## LoRA homepage\n\n- \n## 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- [LTX2.3-IC-LORA-Dual-Character.safetensors](https://huggingface.co/vantagewithai/LTX-2.3-Split/resolve/main/loras/LTX2.3-IC-LORA-Dual-Character.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```\nπ ComfyUI/\nβββ π models/\nβ βββ π checkpoints/\nβ β βββ ltx-2-3-22b-audio_vae.safetensors\nβ βββ π diffusion_models/\nβ β βββ ltx-2-3-22b-dev-model.safetensors\nβ β βββ MelBandRoformer_fp32.safetensors\nβ βββ π unet/\nβ β βββ ltx-2-3-22b-dev-XX_X.gguf\nβ βββ π text_encoders/\nβ β βββ gemma_3_12B_it.safetensors\nβ β βββ ltx-2-3-22b-text_encoder.safetensors\nβ βββ π vae/\nβ β βββ ltx-2-3-22b-VAE.safetensors\nβ βββ π loras/\nβ β βββ ltx-2.3-22b-distilled-lora-384.safetensors\nβ β βββ LTX2.3-IC-LORA-Dual-Character.safetensors\nβ βββ π latent_upscale_models/\nβ βββ ltx-2.3-spatial-upscaler-x2-1.1.safetensors\n```\n"
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"### Prompting Guide\n\n1. Writing Logic: Prompts should include a complete Scene Description + Character Settings + Storyboard Design + Camera Language to reinforce dialogue logic.\n\n2. Trigger Words: No specific trigger word required.\n\n3. Reference Example (Ancient Chinese Fantasy):\n\n- [Scene] Ancient Chinese fantasy, celestial realm above clouds, pink and purple sunset glow blending with rolling clouds, warm golden sunlight piercing through, ethereal and dreamy atmosphere.\n\n- [Characters] Female: Classical bun hairstyle, silver floral hairpins, wearing a sky-blue translucent flowing gown with gold lotus patterns, holding a glazed jade bottle. Male: Black hair tied up with a silver crown, wearing a moon-white wide-sleeved immortal robe with silver cloud embroidery, holding a white jade whisk.\n\n- Shot 1 (Wide Shot, 3s): Overhead view. Two immortals stand side by side above the clouds, robes fluttering in the mist, showing the vastness of the celestial realm.\n\n- Shot 2 (Medium Shot, 4s): Camera slowly pushes in. The female character turns slightly, looking at the male with gentle eyes, whispering: \"The spring floods in the mortal world have subsided; this celestial water can restore life to the land.\"\n\n- Shot 3 (Side Medium-Close Shot, 3s): The male character looks at the bottle in her hand, replying warmly: \"Thank you for your kindness. With this blessing, the mortal world will surely flourish.\"\n\n- Shot 4 (Close-up, 2s): Focus on the glazed jade bottle. The body is translucent like ice, with light reflecting off the water inside and the golden lotus patterns on the dress flickering in the background.\n\n- Shot 5 (Wide Shot, 4s): Camera pulls back. The two figures gradually merge into the sunset glow and clouds, eventually turning into a streak of light in the sky.\n\n"
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