A user discovered a method to generate an effectively unlimited number of high-resolution images with consistent characters by having the language model reconstruct the full semantic state of every frame from scratch, rather than relying on image-based memory like IPAdapter or character LoRAs. The workflow involves writing a single story prompt containing detailed character sheets and scene descriptions; a Qwen VLM node splits the story and rewrites each character’s description completely for every panel before feeding it to Krea 2. The approach yields surprising consistency, requiring no reference images or multi-panel tricks. The method works with Krea 2 and likely other capable models, and the full ComfyUI workflow is publicly shared for others to try with Flux, HiDream, or Seedream.
The (Deno) Local LLM Loader is a new ComfyUI node that connects local LLMs (Ollama, LM Studio, llama.cpp, vLLM, or any OpenAI-compatible local server) directly into image generation workflows. It enables tasks like turning short ideas into detailed prompts, generating prompts from images via vision-capable models, and chaining multiple LLM steps (e.g., draft → review → final cleanup). The accompanying (Deno) Local LLM Reviewer node can pass or block image outputs based on review text, allowing iterative refinement without leaving ComfyUI. Designed as a local-first tool, it requires no remote API keys and keeps models loaded for efficient prompt chains. The nodes are available through ComfyUI Manager under "Deno Custom Nodes" and on GitHub.
A Reddit user reposted a workflow for creating 2x2 (4‑panel) cinematic storyboards that uses Krea2 Turbo for image generation and Gemma 4 12B for prompt engineering. The workflow includes a node for LM Studio with a carefully crafted system prompt that makes Gemma produce highly detailed Krea2 prompts. Krea2 Turbo currently struggles with larger grids and often generates asymmetric panels, so the user is developing a custom node to fix this, but it is not yet included. Only a simple scene description is needed to generate a storyboard; examples such as a children’s fantasy film and a hacker scene are provided. The workflow file is available via Google Drive.
A Reddit post on r/StableDiffusion curated a list of over 150 local AI releases from June 2026, covering categories such as large language models, multimodal AI, image/video generation, audio, agents, and ComfyUI custom nodes. Notable items include new model variants like DeepSeek-v4-Fable, Gemma-4-12B-agentic-fable5-composer2.5-v2-3.5x-tau2-GGUF, GLM-5.2-GGUF, and many uncensored or consumer-hardware-optimized versions. The list also features tools for local deployment (e.g., vllm-doctor, Llama-Launcher 1.3) and ComfyUI nodes for video and image editing. The compilation acts as a resource for enthusiasts to discover recent advancements and community-developed software.