quantization

Analytics dashboard with charts and graphs illustrating perplexity benchmark measurements for quantized language models

Best Quantization Methods for llama.cpp

Discover the best quantization methods for llama.cpp, optimizing performance and accuracy with detailed insights into GGUF formats and hardware considerations.

September 14, 2026 7 min read
Close-up of high-performance NVIDIA graphics cards showing the VRAM hardware needed to run 70B parameter LLM models locally

Best Hardware for Large AI Models

Learn the hardware and VRAM requirements for running large AI models locally, including quantization formats, throughput, and system build guidance.

August 22, 2026 14 min read