LLM serving frameworks

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harshuljain13/llm-inference-at-scale: A Practitioner handbook for production llm serving.

 🔧Systems-level optimizations for LLM serving  Content type: Code
github.com··Hacker News, r/LLM

Ollama 0.30 GPU Boost: Faster local Qwen inference on NVIDIA

 🔢Quantization of LLMs
everylocalai.com··DEV

Intelligent inference scheduling with llm-d on Red Hat AI

 🔧Systems-level optimizations for LLM serving
developers.redhat.com·

DeepSeekV4 1.6T Day 0 to Day 43 Performance Over Time - Huawei, GB300 NVL72, MI355X, B200

 🔧Systems-level optimizations for LLM serving  Content type: News

What Ollama Reveals About Local AI, Agents, and Open Models

 🤖Agents using LLMs  Content type: Blog
odsc.medium.com·

Breaking the Ice: Analyzing Cold Start Latency in vLLM

 🌐Distributed LLM Systems  Content type: Academic
arxiv.org··Hacker News

6. Air-Gapped Claude Code - The Claude Code SRE Handbook

 🤖Agents using LLMs

Inferoa AI harness claimed 90% cache savings. We ran it and measured 97.8%

 🌐Distributed LLM Systems

Google's DiffusionGemma generates 256 tokens in parallel and self-corrects as it goes

 🔧Systems-level optimizations for LLM serving
venturebeat.com·

Improved performance and model support with GGUF

 🔢Quantization of LLMs  Content type: Blog
ollama.com·

Token4Token — pay-per-token inference on Gnosis + Swarm

 🧠Large Language Models (LLMs)
t4t.eth.link··Hacker News

MTP Isn't Always a Win: 1.95x on My 3090, but Speculative Decoding Is Hardware-Dependent

 🧠Large Language Models (LLMs)  Content type: Blog
bric.pe.kr··DEV

Running LLM Inference on Kubernetes: What It Actually Takes

 🧠Large Language Models (LLMs)  Content type: Blog
fairwinds.com·

PagedAttention vs Traditional KV Cache: How vLLM Reinvented GPU Memory for LLM Inference

 🔧Systems-level optimizations for LLM serving  Content type: Blog
medium.com
·

NVIDIA Accelerates Google DeepMind’s DiffusionGemma for Local AI

 🧠Large Language Models (LLMs)  Content type: Blog
blogs.nvidia.com·

NexusOS v2.0 – A zero-dependency pipeline streaming server chaos to Parquet

 🔧Systems-level optimizations for LLM serving

I've tested so many desktop AI tools, but Hermes with Ollama is my new favorite - here's why

 🤖Agents using LLMs  Content type: News  Content type: Tutorial
zdnet.com·

massimo92/spark: CLI tool for serving LLMs with vLLM on NVIDIA DGX Spark. One file, zero friction.

 🔧Systems-level optimizations for LLM serving  Content type: Code
github.com··Hacker News

Ollama 0.30 delivers faster NVIDIA GPU performance and wider hardware support

 🔢Quantization of LLMs
alternativeto.net·

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