LLMs

large language models, GPT, Claude, transformer, ChatGPT

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

 🤗Open Source AI  Content type: Code
github.com··Hacker News, r/LLM

Pairing Claude Code with Local Models

 🏠Local LLMs
kdnuggets.com·

How ChatGPT Actually Works (Beginner Friendly)

 🎵Vibe Coding  Content type: Blog
medium.com
·

Production-Grade Multi-Step LLM Orchestration -Moving Beyond Prompt Engineering

 ✍️Prompt Engineering  Content type: Blog
medium.com
·

This Is Not Prompt Engineering

 ✍️Prompt Engineering
hackernoon.com·

A free diagnostic for the Claude Certified Architect exam

 ✍️Prompt Engineering  Content type: Discussion  Content type: Tutorial

Building Stickblade Arena: When LLMs Fight with Real Physics

 🌐Web Dev  Content type: Blog
medium.com
·

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

 🟢NVIDIA

Day 24: Fine-Tuning vs Prompt Engineering

 ✍️Prompt Engineering  Content type: Blog
medium.com
·

I Built a Prompt Formula for 6 AI Music Niches : This the One That Performs Best

 ✍️Prompt Engineering  Content type: Blog
alex-hustler.medium.com·

Why LLMs (still) lack taste

 ⚙️DevOps

Mi50 32GB / GFX906 - vLLM Qwen 3.5 Configuration for Qwen 3.5:9B AWQ-4bit

 🤗Open Source AI

DiffusionGemma: 4x Faster Text Generation

 🤗Open Source AI  Content type: News  Content type: Blog  21 articles covering this post

Markov Chains: The Grandparents of LLMs

 🧠Transformers
dmanco.dev··Hacker News

Why the AI Renaissance Keeps Not Arriving (and why it won't under the current post-training regime)

 🤗Open Source AI  Content type: News  Content type: Blog

vLLM Transformers Backend: Bridging Hugging Face Compatibility and High-Performance Inference

 🤗Open Source AI  Content type: Blog
odsc.medium.com·

Breaking the Ice: Analyzing Cold Start Latency in vLLM

 🤗Open Source AI  Content type: Academic
arxiv.org··Hacker News

Everyone Was Searching for Better AI Prompts. Then One Markdown File Changed Everything

 ✍️Prompt Engineering  Content type: Blog
medium.com
·

Melanie Mitchell: What We Get Wrong About AI

 ✍️Prompt Engineering

Don't let the LLM speak, just probe it (8 minute read)

 🛠️Developer Tools  Content type: Blog

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