FreakyJolly: AI Tutorials, ComfyUI Workflows and Local AI Guides
LongCat-2.5 Open Weights: Meituan’s 1.6T MIT Model, Benchmarks, API Price and Hardware
Claude Sheets, Whiteboards and Meetings: What They Do, Plans and How to Use Them (2026)
ComfyUI API Guide: Run Workflows From Python (Prompt, WebSocket, Images)
LM Studio Not Loading Models? How to Fix “Failed to Load Model” and Search Errors
ComfyUI Inpainting Not Working? Every Cause and Fix (SD, SDXL and Flux Fill)
Seedream 5.5 Guide: 100-Round Editing, Transparent PNGs, Pricing and How to Use It (2026)
The world of AI. Explained.
A clearer view of artificial intelligence.
Hands-on guides for ComfyUI workflows, AI video, image editing and running models locally — tested, with every file path and setting written down.
- Lead story
Can AI Predict YouTube Virality? 9 Tools Compared (2026)
Can any tool predict if a YouTube video or Short will go viral before you post? Here are 9 virality checkers, CTR scorers and free local models, with…
The reading list
Latest stories
LTX-2.5 in ComfyUI on 16 GB (2026): GGUF Setup, Heretic Text Encoder and Best LoRAs
LTX-2.5 from Lightricks is the open video model most people want to run right now. It is a 22B model that makes…
Wan 2.2 in ComfyUI on 8 to 16 GB (2026): Fast 4-Step Setup, GGUF Files and Best LoRAs
Run Wan 2.2 image-to-video and text-to-video on 8 to 16 GB GPUs: GGUF files, LightX2V 4-step LoRAs (1022 and 1217), the Slow-Mo…
Uncensored Local AI Video Generation in ComfyUI (2026): Wan 2.2, LTX-2.5, MiniMax H3 and Kandinsky 6
The best open video models for creative freedom in ComfyUI, which text encoders hold them back, and the Heretic and abliterated encoders…
Uncensored Local AI Image Generation in ComfyUI (2026): Best Models and Heretic Text Encoders
Why local image models still refuse prompts and how to fix it: Heretic text encoders for Qwen-Image 2.1, FLUX 3 Klein, Z-Image,…
Best Uncensored Local LLMs in 2026: Abliterated and Heretic Models by VRAM
The best uncensored local LLMs of November 2026 (abliterated, Heretic and fine-tuned) by VRAM, with Hugging Face repos, GGUF picks and Ollama…
Best Local LLMs With Vision and Video Understanding for Consumer GPUs (November 2026)
The best local vision and video LLMs for 8 to 32 GB GPUs: Qwen3.8, MiniCPM-V 4.7, Qwen3.6, Gemma 4, Qwen3-VL, LFM3 and…
Ollama Commands Cheat Sheet: Every CLI Command, Modelfile Setting, Environment Variable and API Endpoint
Every Ollama command in one place: CLI, chat slash commands, Hugging Face GGUF, Modelfile, parameters, environment variables, context length and the API,…
ComfyUI Samplers and Schedulers Explained: Which to Use for Every Model (2026)
Every ComfyUI sampler and scheduler explained, plus steps, CFG, denoise and shift, with the best settings for SD 1.5, SDXL, Flux, Qwen…
ComfyUI Command Line Arguments: Every Launch Flag Explained (2026 Cheat Sheet)
Every ComfyUI launch flag explained: VRAM, Dynamic VRAM, precision, Sage Attention, caching, –listen, folders, previews and custom nodes, with copy-paste presets for…
How every guide is built
Copy the command. Drop the file. Run the graph.
Each ComfyUI guide follows the same shape, so you can skim straight to what you need.
- Step 1InstallNode packs and exact download commands.
- Step 2Files & pathsEvery model folder in one table.
- Step 3SettingsStarting values that work on consumer GPUs.
- Step 4TroubleshootKnown errors and the fix for each.
New models land fast. Get the working setup first.
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