Workflow: Input Image (or prompt) -&gt; captioning to a text prompt -&gt; prompt is used for LTX TEXT to VIDEO (this is a Text to Video workflow, see my other workflow for Image to Video)<hr />V5.0: Support for LTX 0.9.5 GGUF Models and Wavespeed/TeacacheLTX 0.9.5 GGUF Model and VAE: <a target="_blank" rel="ugc" href="https://huggingface.co/calcuis/ltxv-gguf/tree/main">https://huggingface.co/calcuis/ltxv-gguf/tree/main</a>(vae_ltxv0.9.5_fp8_e4m3fn.safetensors)(Clip Textencoder): <a target="_blank" rel="ugc" href="https://huggingface.co/city96/t5-v1_1-xxl-encoder-gguf/tree/main">https://huggingface.co/city96/t5-v1_1-xxl-encoder-gguf/tree/main</a>Worklfow supports Florence caption and LTX Prompt enhancer and works with all models (0.9 / 0.9.1 / 0.9.5)(see notes in workflow for more details)<hr />V4.0: Support for GGUF ModelsGGUF Model, VAE and Textencoder can be downloaded here:(Model&amp;VAE): <a target="_blank" rel="ugc" href="https://huggingface.co/calcuis/ltxv-gguf/tree/main">https://huggingface.co/calcuis/ltxv-gguf/tree/main</a>(Clip Textencoder): <a target="_blank" rel="ugc" href="https://huggingface.co/city96/t5-v1_1-xxl-encoder-gguf/tree/main">https://huggingface.co/city96/t5-v1_1-xxl-encoder-gguf/tree/main</a>(includes a GGUF Version and a GGUF+TiledVae Version for low Vram)<hr />V3.1: Support for model 0.9.1<hr />V3.0: GUI Clean up, reduced no. of custom nodes, feature to use your own prompt.<hr />V2.0: Introducing STG (Spatiotemporal Skip Guidance for Enhanced Video Diffusion Sampling).GUI includes two new nodes in blue:STG settings, showing CFG, Scale and Rescale. Plus a switch to change between two layers of the model to be skipped (8 or 14 (default), chose "true" for layer 14 or "false" for layer 8)I copied a note in the workflow with further info and usable values/limits. Feel free to experiment. In my testing, I kept the values within STG settings as default and just used the switch.Node "Modify LTX Model" will change the model within a session, if you switch to another worklfow, make sure to hit "Free model and node cache" in comfyui to avoid interferences.<hr />V1.0: ComfyUI Workflow: LTX IMAGE-to-TEXT-to-VIDEO Using Florence2 CaptionThis workflow transforms the input images into a prompt (Florence2 for captioning) and uses the LTX Text to Video model for video generation (Image -&gt; Prompt -&gt; Video)<hr />

LTX IMAGE to TEXT to VIDEO with STG workflow

ltxIMAGEToTEXTToVIDEO_v10.zip

v1.0

v5.0

Files with SHA256: 363cc6327d0b09eb18cd666fc8512be7992b238de550e1ce9a4739bfbb54d8b9