Posted inAI
Boost Your Local LLM Speed: A Hands-On Guide to Speculative Decoding
Boost your local LLM speed by 2x or more. This guide covers the practical setup for Speculative Decoding using llama.cpp and vLLM on consumer GPUs.
Posted inAI
High-Performance LLM Inference: Scaling vLLM and Docker for Production
Boost your AI performance with vLLM and Docker. Learn to use PagedAttention, Tensor Parallelism, and quantization to scale LLMs for hundreds of concurrent users.