LLMs

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

 🍎Apple  Content type: Code
github.com··Hacker News

Ollama 0.30 GPU Boost: Faster local Qwen inference on NVIDIA

 🖥️Retro Computing
everylocalai.com··DEV

The Shibboleth Effect: Auditing the Cross-Lingual Distributional Skew of Large Language Models

 🤨AI Criticism  Content type: Academic
arxiv.org·

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

 🤨AI Criticism  Content type: Blog
odsc.medium.com·

lightmetal: GPU LLM Inference From a Single Java 25 JAR

 🍎Apple  Content type: Blog
adambien.blog·

Using Scikit-LLM with Open-Source LLMs

 🐍Python

How Large Language Models Are Creating New Security Challenges

 🤨AI Criticism  Content type: Blog
medium.com
·

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

 ⚙️Systems Programming
zozo123.github.io··Hacker News

Why LLMs (still) lack taste

 🤨AI Criticism

CommBench: Can LLMs Write Correct and Efficient GPU Communication Code?

 ⚙️Systems Programming

Running LLM Inference on Kubernetes: What It Actually Takes

 🤨AI Criticism  Content type: Blog
fairwinds.com·

Fixing a stuck Ollama runner and building a GPU watchdog

 🦀Rust

Fine-tuning Large Language Models (LLMs) using PEFT

 🤨AI Criticism  Content type: Blog
medium.com
·

LLM Routing: From Strategy Selection to Production Architecture

 🕸️Networking  Content type: Blog
blog.n8n.io·

RAG Pipeline Explained: From Query to Answer, Step by Step

 🖥️Retro Computing  Content type: Blog
medium.com
·

How we fight GPU scarcity without compromise

 🔐Cybersecurity  Content type: Blog
equixly.com··Hacker News

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

 🍎Apple  Content type: News  Content type: Tutorial
zdnet.com·

LangChain Explained: Understanding Models, Prompts, Chains, Memory, Indexes, and Agents

 🤨AI Criticism  Content type: Blog
towardsai.net·

How to Build a Deterministic RAG Testing Tool — and Use LLM as an Advisor, Not a Judge

 🤨AI Criticism  Content type: Blog
medium.com
·

LLMs Are Brilliant. But They Can Be Fooled.

 🤨AI Criticism  Content type: Blog
medium.com
·

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