FreakyJolly: AI Tutorials, ComfyUI Workflows and Local AI Guides
ComfyUI Samplers and Schedulers Explained: Which to Use for Every Model (2026)
ComfyUI Command Line Arguments: Every Launch Flag Explained (2026 Cheat Sheet)
GGUF Quantization Explained: Q4_K_M vs Q5_K_M vs Q8_0 and Which File to Download for Your VRAM
ComfyUI Errors and Fixes: 22 Common Errors Explained (Complete 2026 List)
ComfyUI Model Folder Cheat Sheet: Where Every Model File Goes (2026)
Pruna P-Q-Image-2.1: Qwen Image 2.1 in 6 Steps With ComfyUI LoRAs (v0.2 Guide)
Krea 2 Turbo in 3 Steps: The 3-Step Distill LoRA for ComfyUI (2.6x Faster)
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
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, checked against current Ollama.
The reading list
Latest stories
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…
GGUF Quantization Explained: Q4_K_M vs Q5_K_M vs Q8_0 and Which File to Download for Your VRAM
What every GGUF name means (Q4_K_M, IQ3_XS, Q8_0), how to calculate file size and VRAM including the KV cache, and which quant…
ComfyUI Errors and Fixes: 22 Common Errors Explained (Complete 2026 List)
The complete list of common ComfyUI errors with causes and fixes: missing nodes, value not in list, CUDA out of memory, mat1…
ComfyUI Model Folder Cheat Sheet: Where Every Model File Goes (2026)
Every ComfyUI model folder explained: which loader reads it, what file goes there, how to tell from a file name, exact paths…
Pruna P-Q-Image-2.1: Qwen Image 2.1 in 6 Steps With ComfyUI LoRAs (v0.2 Guide)
Pruna’s P-Q-Image-2.1 v0.2 LoRAs run Qwen Image 2.1 in 6 steps with CFG off, up to 6.3x faster. Which LoRA to pick,…
Krea 2 Turbo in 3 Steps: The 3-Step Distill LoRA for ComfyUI (2.6x Faster)
The Krea2-Turbo-Distill-3step-LoRA makes Krea 2 Turbo about 2.6x faster in ComfyUI while keeping fine texture. Files, folder paths, settings, trade-offs and 16…
Anima Reference Adapter v2: Consistent Anime Characters From One Image in ComfyUI
Anima Reference Adapter v2 keeps an anime character consistent from one reference image, with no LoRA training. Install steps, model paths, best…
ComfyArt: Free Local AI Design Canvas for ComfyUI (Install, Models and Agent Guide)
ComfyArt is a free, MIT-licensed AI design canvas that runs inside ComfyUI. Install steps, every model with its full folder path, the…
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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