









I managed to build a new ComfyUI workflow that uses the Krea 2 Qwen text encoder to generate 2×2 cinematic storyboard grids—without requiring LM Studio or any API server.
All you need to do is describe your story using this simple format:
Realistic survival film.
Panel 1: A lone hiker walks through a dense rainforest during heavy rain.
Panel 2: The hiker discovers an abandoned cabin hidden among the trees.
Panel 3: Inside the cabin, the hiker builds a fire and dries soaked clothes.
Panel 4: The storm clears as the hiker continues the journey at sunrise.
Then just click Run, and the workflow generates a 2×2 storyboard grid from your prompt.
Huge thanks to the original post for the inspiration!
Workflow Link
https://drive.google.com/file/d/1R1_1si0P0JghMJvE8DnG6UJ-0I2CR3bL/view?usp=sharing
Just published a new ComfyUI tutorial covering Krea 2, the new open-weight text-to-image model that's generating a lot of attention lately. In this video, I test the Turbo versions, compare Krea 2 against Ideogram 4 for image quality, style diversity, text rendering, prompting, and generation speed, and explore whether it can compete with some of the best image models available today. I also demonstrate a practical style transfer workflow and show how to fix common skin issues that can appear in Krea 2 generations. If you're interested in local AI image generation, open-source models, or getting the most out of ComfyUI, I'd love to hear your thoughts and experiences with Krea 2.
WORKFLOW LINK
Testing KREA 2 Turbo Style Transfer (FP8 Low VRAM Workflow) — This workflow uses KREA 2 Turbo and makes style transfer incredibly simple: just load a style reference image, load your target/portrait image, click Run, and the model transfers the reference style onto the portrait with impressive results, all while remaining lightweight enough for low VRAM GPUs thanks to the Turbo FP8 setup.
NB: i will post the workflow and tutorial soon, thanks for the support.
Testing KREA 2 Turbo Style Transfer (FP8 Low VRAM Workflow) — This workflow uses KREA 2 Turbo and makes style transfer incredibly simple: just load a style reference image, load your target/portrait image, click Run, and the model transfers the reference style onto the portrait with impressive results, all while remaining lightweight enough for low VRAM GPUs thanks to the Turbo FP8 setup.
NB: i will post the workflow and tutorial soon, thanks for the support.
Hello everyone,
I just built a new ComfyUI workflow that generates video directly from a reference sheet image using the LTX 2.3 IC LoRA (Image Conditioning LoRA) — and it completely removes the need to animate frames one by one like in LTX Director. This is a big step forward compared to traditional storyboard-to-video pipelines, because it simplifies everything into a single reference-based workflow.
Instead of working frame-by-frame, you can now:
The workflow handles the reference image sheet generation and uses it as direct conditioning for video generation, and it runs on only 6GB VRAM, so it’s accessible even for low-end GPU users.
Workflow link
Video Tutorial link
Hello everyone,
I just built a new ComfyUI workflow that generates video directly from a reference sheet image using the LTX 2.3 IC LoRA (Image Conditioning LoRA) — and it completely removes the need to animate frames one by one like in LTX Director. This is a big step forward compared to traditional storyboard-to-video pipelines, because it simplifies everything into a single reference-based workflow.
Instead of working frame-by-frame, you can now:
The workflow handles the reference image sheet generation and uses it as direct conditioning for video generation, and it runs on only 6GB VRAM, so it’s accessible even for low-end GPU users.
Workflow link
Video Tutorial link
I just built a new ComfyUI workflow that generates video directly from a reference sheet image using the LTX 2.3 IC LoRA (Image Conditioning LoRA) — and it completely removes the need to animate frames one by one like in LTX Director. Instead of working frame-by-frame, you can now generate a full character or concept reference sheet and animate it.
NB: i will post the workflow soon for free so stay tune.
I've just released a new ComfyUI workflow that turns storyboard images into fully animated videos using LTX 2.3 and LTX Director Nodes. The workflow is designed to be beginner-friendly and automated. You can generate storyboard images, maintain scene consistency, and animate each shot individually to create cinematic AI videos similar to Seedance-style productions.
Some highlights:
Workflow Link
https://civitai.com/articles/31628/comfyui-tutorial-build-seedance-style-ai-videos-with-ltx-23
I've just released a new ComfyUI workflow that turns storyboard images into fully animated videos using LTX 2.3 and LTX Director Nodes. The workflow is designed to be beginner-friendly and automated. You can generate storyboard images, maintain scene consistency, and animate each shot individually to create cinematic AI videos similar to Seedance-style productions.
Some highlights:
Workflow Link
https://civitai.com/articles/31628/comfyui-tutorial-build-seedance-style-ai-videos-with-ltx-23
Video Tutorial Link
Hello Everyone the storyboard-to-video workflow in ComfyUI using LTX 2.3 and LTX Director Nodes, Ideogram 4 is almost finished. This workflow lets you generate storyboard images with full creative control, animate each scene individually, maintain better visual consistency across shots, and create cinematic AI videos similar to Seedance-style productions, all while running on GPUs with as little as 6GB of VRAM.
Just published a new tutorial on getting the most out of Ideogram 4! While Ideogram 4 is incredibly powerful for banners, posters, thumbnails, and typography-heavy designs, achieving top-quality results often requires detailed JSON prompting that covers everything from text placement and composition to colors, backgrounds, and visual elements. In this tutorial, I demonstrate how to simplify that process using BBox Prompting with KJ Prompt Builder nodes and Qwen-VL nodes, giving you much more control over prompt structure and image layout. You'll learn how to create precise, visually compelling designs while improving prompt accuracy and workflow efficiency. If you're working with Ideogram 4 in ComfyUI and want more predictable, professional-looking results, this tutorial should be a valuable resource. Feedback and questions are always welcome!
WORKFLOW LINK
Here's a Reddit-ready version with a natural promotion section that doesn't feel overly salesy:
Title: Testing Ideogram 4 + KJ Prompt for Story Panels That Can Be Animated with LTX 2.3
Hello everyone!
I'm excited to share these new results with you. I recently tested Ideogram 4 with KJ Prompt to create story panels that can later be animated using LTX 2.3.
My goal is to explore a workflow that combines consistent visual storytelling with AI-powered animation, making it easier to turn static story panels into dynamic scenes. So far, the results have been very promising in terms of composition, character consistency, and cinematic framing. I'm still refining the process, but I wanted to share this early preview with the community and get your thoughts. I'd love to hear your feedback, suggestions, or any experiences you've had using Ideogram, KJ Prompt, or LTX for similar projects.
Workflow Link
https://drive.google.com/file/d/1KAHsSpY4IWpCeUTTgA-e5eRa45xl7Uvl/view?usp=sharing
If you'd like to support my work and help me create more workflows like this, consider subscribing to my YouTube channel. You can also become a YouTube Member to get early access to workflow releases, exclusive custom workflows, behind-the-scenes content, project files, and other member-only resources.
My youtube Link
Here's a Reddit-ready version with a natural promotion section that doesn't feel overly salesy:
Title: Testing Ideogram 4 + KJ Prompt for Story Panels That Can Be Animated with LTX 2.3
Hello everyone!
I'm excited to share these new results with you. I recently tested Ideogram 4 with KJ Prompt to create story panels that can later be animated using LTX 2.3.
My goal is to explore a workflow that combines consistent visual storytelling with AI-powered animation, making it easier to turn static story panels into dynamic scenes. So far, the results have been very promising in terms of composition, character consistency, and cinematic framing. I'm still refining the process, but I wanted to share this early preview with the community and get your thoughts. I'd love to hear your feedback, suggestions, or any experiences you've had using Ideogram, KJ Prompt, or LTX for similar projects.
Workflow Link
https://drive.google.com/file/d/1KAHsSpY4IWpCeUTTgA-e5eRa45xl7Uvl/view?usp=sharing
If you'd like to support my work and help me create more workflows like this, consider subscribing to my YouTube channel. You can also become a YouTube Member to get early access to workflow releases, exclusive custom workflows, behind-the-scenes content, project files, and other member-only resources.
My youtube Link
Hey everyone,
I just released a new ComfyUI tutorial covering Ideogram 4, the new open-weight text generation model. In this video, I also show how to run it using a low VRAM workflow (6GB GPU friendly) and demonstrate my new Qwen-VL JSON Prompt Generator, which produces more faster quality prompts compared to the default workflow text generator.
Workflow link
Just finished testing Obscura LoRA, a new LTX 2.3 video-to-video LoRA that can remove unwanted objects from videos using simple text prompts. It’s designed for Object removal. using a custom workflow optimized for low VRAM systems (6gb of vram and 16gb of ram).
In the tutorial I cover:
The lora manage to remove big objects but failed to remove some small objects, even if you crank the lora strength to 2.5.
LoRA download:
https://huggingface.co/WepeNerd/Obscura_Remova
Workflow link
https://drive.google.com/file/d/1FSBmdKuXPBB9V96jHV1hy0OL8Oq_Bm3K/view?usp=sharing
Video Tutorial link
I tested a new LoRA for LTX 2.3 that allows you to generate two talking characters at the same time using an image, prompt, and custom audio file. The LoRA was trained to improve consistency and lip-sync quality for dual-character scenes, which is something that can be difficult to achieve with standard workflows.
In the tutorial I cover:
WORKFLOW LINK
https://drive.google.com/file/d/1FSBmdKuXPBB9V96jHV1hy0OL8Oq_Bm3K/view?usp=sharing
I tested a new LoRA for LTX 2.3 that allows you to generate two talking characters at the same time using an image, prompt, and custom audio file. The LoRA was trained to improve consistency and lip-sync quality for dual-character scenes, which is something that can be difficult to achieve with standard workflows.
In the tutorial I cover:
WORKFLOW LINK
https://drive.google.com/file/d/1FSBmdKuXPBB9V96jHV1hy0OL8Oq_Bm3K/view?usp=sharing
VIDEO TUTORIAL LINK
Hello everyone i want to share with you new way for image generation based Nvidia PID (Pixel Diffusion Decoder) unifying decoding and upsampling into a single generative module. Works with Z Image Turbo, Flux 2 klein models.
Hello everyone, in this tutorial we explore the new nodes named LTX DIRECTOR it is node that grant you a Complete Timeline Editor tool For LTX 2.3. It can boost your video generation by integrating image, text , costum audio file into one single video. Which will allows you to create unic and stunning video. All you have to do is load your images, text prompts, or audio file and click run. Enjoy
VIDEO TUTORIAL LINK
Workflow link
https://drive.google.com/file/d/1GIIxD_T92Gi6g5qQ2Eng6op81Q0wdctx/view?usp=sharing