GGUF
GGUF File Won't Load: Format and Compatibility Fixes
GGUF model won't load? Version mismatch, corrupted download, wrong format, split files, or memory issues. Find your error and fix it in under a minute.
Model Formats Explained: GGUF vs GPTQ vs AWQ vs EXL2
GGUF vs GPTQ vs AWQ vs EXL2 model formats explained. Learn what each format does, which tools support them, and how to choose the right one for your GPU.
Quantization Explained: What It Means for Local AI
Q4_K_M shrinks a 7B model from 14GB to ~4GB while keeping 90-95% quality. What every quantization format means, how much VRAM each saves, and which to pick for your GPU.