My LTX-2.3 I2V workflow inspired by <a target="_blank" rel="ugc" href="https://comfyui.nomadoor.net/en/basic-workflows/ltx-2/">nomadoor</a>. I've tweaked a few things that work for me and it may not work in some cases.The workflow generates two videos: a ~0.25 megapixels low resolution video ("small_XXX") after the first stage and a 2x upscaled ~1.0 megapixels final video ("big_XXX") after the second (upscale) stage. After the first stage you could play the "small" video and if you don't like it you could cancel the second stage and restart the generation. Also a low-quality preview is generated on the fly (via <a target="_blank" rel="ugc" href="https://github.com/madebyollin/taehv/tree/refs/heads/main/safetensors">LTX2.3 Tiny VAE</a>), so you could cancel even before the first stage is complete. Note that the 1.5x or 2x upscale stage for LTX-2.3 is by desigh and is not optional (unlike Wan for example), although tests show that you can do one-stage generation with high resolution and skip the upscale if your vid is relatively static.Tips:The default sampler in the workflow is "lcm", but "<a target="_blank" rel="ugc" href="https://www.reddit.com/r/comfyui/comments/1mkqhmk/anyone_know_how_to_get_res_2s_and_beta57/">res_2s</a>" is better, especially for vids with lots of action and smaller faces, if you don't mind waiting twice as long (res_2s is slow).If you have enough VRAM + RAM (always set your virtual RAM to at least 150GB, even 250GB if you have enough disk space), you could set length to 241 for 25 fps (or 513 for 50 fps) or even more (at some point you'll get OOM error).The workflow defaults to random seeds (seed -1), but it’s better to use fixed seeds (click 'new fixed random' for both stages before each run). This allows you to change only the second-stage seed and when you click 'Run' again, only the second stage will regenerate with slight variations in video and audio. If you encounter an OOM error while using fixed seeds, simply click 'Run' again — the second attempt sometimes succeeds.Model: <a target="_blank" rel="ugc" href="https://huggingface.co/Kijai/LTX2.3_comfy/blob/main/diffusion_models/ltx-2.3-22b-dev_transformer_only_fp8_scaled.safetensors">ltx-2.3-22b-dev_transformer_only_fp8_scaled.safetensors</a> (Kijai) SHA256: f0b8f92f8a33daf7e7f508878db6d6f25f9c8bc7b90fcb5650fb402a9d9e9f13 or <a target="_blank" rel="ugc" href="https://huggingface.co/Kijai/LTX2.3_comfy/blob/main/diffusion_models/ltx-2.3-22b-dev_transformer_only_bf16.safetensors">ltx-2.3-22b-dev_transformer_only_bf16.safetensors</a> (Kijai; heavy, but recommended - works even on 12GB VRAM if you set your virtual RAM to 100GB or more) SHA256: 0c83957f8c79d49c52ff5e3c0980a759d4dd532563d62cab35fda2b247606bd2Video vae: <a target="_blank" rel="ugc" href="https://huggingface.co/Kijai/LTX2.3_comfy/blob/main/vae/LTX23_video_vae_bf16.safetensors">LTX23_video_vae_bf16.safetensors</a> (Kijai) SHA256: 01ea62d09bc139f95c5dee7b5c062ad6a3e6cd8be910a1983ac02e7eb5b8ee3bAudio vae: <a target="_blank" rel="ugc" href="https://huggingface.co/Kijai/LTX2.3_comfy/blob/main/vae/LTX23_audio_vae_bf16.safetensors">LTX23_audio_vae_bf16.safetensors</a> (Kijai) SHA256: 5bc10fa4adecf99dda132d916e23048cbd56797702c5fa50eb5d2079048a38c3Lora: <a target="_blank" rel="ugc" href="https://huggingface.co/Lightricks/LTX-2.3/blob/main/ltx-2.3-22b-distilled-lora-384-1.1.safetensors">ltx-2.3-22b-distilled-lora-384-1.1.safetensors</a> SHA256: f5d4953f3386197a4b4f5abdb17616ff256171e8075c111d6e7d2dfa6e823b3a Text encoders: <a target="_blank" rel="ugc" href="https://huggingface.co/unsloth/gemma-3-12b-it-GGUF/blob/main/gemma-3-12b-it-IQ4_XS.gguf">gemma-3-12b-it-IQ4_XS.gguf</a> (unsloth, <a target="_blank" rel="ugc" href="https://huggingface.co/unsloth/gemma-3-12b-it-GGUF">more</a>) SHA256: e209a303d9d0841c1ab29a728b930ef630ba27766aa0067258f9e400f7ae8c65 <a target="_blank" rel="ugc" href="https://huggingface.co/Kijai/LTX2.3_comfy/blob/main/text_encoders/ltx-2.3_text_projection_bf16.safetensors">ltx-2.3_text_projection_bf16.safetensors</a> SHA256: 911d59bb4cb7708179c9a0045ea0fe41212ecfb77aed3a02702b7c0a8274911fLatent_upscale_model: <a target="_blank" rel="ugc" href="https://huggingface.co/Lightricks/LTX-2.3/blob/main/ltx-2.3-spatial-upscaler-x2-1.1.safetensors">ltx-2.3-spatial-upscaler-x2-1.1.safetensors</a> SHA256: 5f416311fa8172b65af67530758964708d29a317b830d689a51143b7f91913ed or <a target="_blank" rel="ugc" href="https://huggingface.co/Lightricks/LTX-2.3/blob/main/ltx-2.3-spatial-upscaler-x2-1.1.safetensors">ltx-2.3-spatial-upscaler-x1.5-1.0.safetensors</a> SHA256: b2b3193e68cb04b4701e1d59bec4ed5d5e3e84506d9a42d5a129d37d39823df7LTX2.3 Tiny VAE <a target="_blank" rel="ugc" href="http://github.com/madebyollin/taehv/raw/refs/heads/main/safetensors/taeltx2_3.safetensors">taeltx2_3.safetensors</a> (madebyollin) SHA256: f0773b4e3e57318e6aa4dd4a35e1d16213a5f160fbc0376163f06888bbcbe246Model Storage Location:<pre><code>📂ComfyUI/
└── 📂models/
 ├── 📂diffusion_models/
 │ └── ltx-2.3-22b-dev_transformer_only_fp8_scaled.safetensors
 │ OR
 │ └── ltx-2.3-22b-dev_transformer_only_bf16.safetensors
 ├── 📂latent_upscale_models/
 │ └── ltx-2.3-spatial-upscaler-x2-1.1.safetensors
 │ OR
 │ └── ltx-2.3-spatial-upscaler-x1.5-1.0.safetensors
 ├── 📂loras/
 │ └── ltx-2.3-22b-distilled-lora-384-1.1.safetensors
 └── 📂text_encoders/
 │ └── gemma-3-12b-it-IQ4_XS.gguf
 │ └── ltx-2.3_text_projection_bf16.safetensors
 └── 📂vae/
 │ └── LTX23_video_vae_bf16.safetensors
 │ └── LTX23_audio_vae_bf16.safetensors
 └── 📂vae_approx
 └── taeltx2_3.safetensors</code></pre>

LTX-2.3 i2v fp8/bf16

New distilled lora 384: <a target="_blank" rel="ugc" href="https://huggingface.co/Lightricks/LTX-2.3/blob/main/ltx-2.3-22b-distilled-lora-384-1.1.safetensors">ltx-2.3-22b-distilled-lora-384-1.1.safetensors</a>New spatial upscaler: <a target="_blank" rel="ugc" href="https://huggingface.co/Lightricks/LTX-2.3/blob/main/ltx-2.3-spatial-upscaler-x2-1.1.safetensors">ltx-2.3-spatial-upscaler-x2-1.1.safetensors</a>Small tweaks.

Files with SHA256: 07015434ce926003c7daa5520b3339ce9390aed17b791aa620369f5ac12ca095