Tag: #gpt4all

Writing on GPUs, LLMs, MLOps, Kubernetes — and mindset · 2 posts

LLM Serving & Local Inference in 2026 — vLLM / llama.cpp / MLX / Ollama / LM Studio / SGLang / TGI Deep Dive
A map of the 2026 LLM serving and inference landscape. Datacenter camp (vLLM, SGLang, TGI, Triton, TensorRT-LLM), local camp (llama.cpp, MLX, llamafile, Ollama, LM Studio, GPT4All), emerging camp (KTransformers, MLC LLM,
2026-05-16 · 25 min read #llm #model-serving #inference #vllm #llama-cpp
Local AI & On-Device LLMs 2026 — Ollama · LM Studio · Jan · Msty · Open WebUI · GPT4All · AnythingLLM · Faraday Deep Dive
By May 2026, local AI is no longer a hobby. An M4 Max MacBook Pro runs Llama 4 Scout 109B MoE at 24 tokens per second. Desktop runtimes like Ollama, LM Studio, Jan, and Msty unify GUI and CLI, while Open WebUI, AnythingL
2026-05-16 · 23 min read #local-ai #on-device-llm #ollama #lm-studio #jan

LLM Serving & Local Inference in 2026 — vLLM / llama.cpp / MLX / Ollama / LM Studio / SGLang / TGI Deep Dive