LLMs

large language models, GPT, inference, transformers

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

 ⚙️Compilers  Content type: Code
github.com··Hacker News

A system programmer’s guide to LLM inference

 ⚙️Compilers  Content type: Blog

Alignment Collapse Under KV Cache Quantization: Diagnosis and Mitigation

 ⚙️Compilers  Content type: Academic
arxiv.org·

Initial impressions of Claude Fable 5

 🕸️WebAssembly
simonwillison.net··Hacker News

lightmetal: GPU LLM Inference From a Single Java 25 JAR

 ⚙️Compilers  Content type: Blog
adambien.blog·

Using Scikit-LLM with Open-Source LLMs

 🛠️Developer Tools

LLM Routing: From Strategy Selection to Production Architecture

 ⚙️Compilers  Content type: Blog
blog.n8n.io·

2x GH200 for LLM inference, Part 2: vLLM, DeepSeek V4 Flash, and MTP

 ⚙️Compilers  Content type: Blog
dnhkng.github.io·

NVIDIA Accelerates Google DeepMind’s DiffusionGemma for Local AI

 🕹️Game Dev  Content type: Blog
blogs.nvidia.com·

Slack bot for the whole team, not per-seat

 🤖Coding Agents  Content type: Discussion
plugand.ai··Hacker News

How LLMs work | Practical Leaders

 λType Systems

Report: GKE Inference Gateway delivers up to 92% faster AI responses

 🤖Coding Agents  Content type: Blog

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

 🦀Rust
zozo123.github.io··Hacker News

Why LLMs (still) lack taste

 🤖Coding Agents

Transitioning from Azure Language Features to Foundry Models

 🤖Coding Agents

The Inference Alpha: Maximizing Frontier Models on AMD

 λType Systems  Content type: Blog
digitalocean.com·

Using local LLMs for agentic coding

 🛠️Developer Tools  Content type: Blog
blog.alexewerlof.com·

What's in the Box? A Field Guide to AI Models

 λType Systems  Content type: Blog
iankduncan.com·

The Bill Arrives: How to Manage Agentic AI Costs at Scale

 🤖Coding Agents  Content type: Blog
cockroachlabs.com·

DiffusionGemma: 4x Faster Text Generation

 🕹️Game Dev  Content type: News  Content type: Blog

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