Category: Blog
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 more, with GGUF picks and Ollama…
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.
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 Image, MOSS, Wan and MiniMax H3.
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 6 to 24 GB GPUs.
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 and mat2, deserializing header, black images,…
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 to pick for 8, 12, 16,…
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 for popular 2026 models, GGUF, custom…
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, full folder paths, ManualSigmas values, editing…
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 GB tips.
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 settings, two-character prompts and speed.