llm

LLMOps Database Amazing resource published by ZenML. It's a collection of 300+ real-world LLM implementation case studies! It includes production-grade architectures, detailed implementations, and practical solutions. Too many shiny... See more

LLMs Get Lost in Multi-turn Conversation The cat is out of the bag. Pay attention, devs. This is one of the most common issues when building with LLMs today. Glad there is now paper to share insights. Here... See more

Y Combinator on why vertical AI agents could be 10X bigger than SaaS:

One skill every ML engineer has to master ↓ 𝗠𝗟 𝗦𝘆𝘀𝘁𝗲𝗺 𝗱𝗲𝘀𝗶𝗴𝗻 Yes. And do you know why? Because good ML system design has NOT changed at all in the last 5 years. And it won't. 𝗪𝗵𝘆... See more

Google’s CEO says AI is jagged, not general. Here’s what that means: • 𝗪𝗵𝗲𝘁𝗵𝗲𝗿 𝗔𝗚𝗜 𝗮𝗿𝗿𝗶𝘃𝗲𝘀 𝗼𝗿 𝗻𝗼𝘁, 𝘄𝗲’𝗹𝗹 𝘀𝘁𝗶𝗹𝗹 𝗳𝗮𝗰𝗲 𝗺𝗮𝘀𝘀𝗶𝘃𝗲 𝗱𝗶𝘀𝗿𝘂𝗽𝘁𝗶𝗼𝗻: Token use is exploding. Real use cases are forming. Society’s shockwaves are already here. • 𝗔𝗜 𝗮𝗱𝘃𝗮𝗻𝗰𝗲𝘀 𝗮𝗿𝗲 𝗽𝗮𝘁𝗰𝗵𝘆—𝗯𝗿𝗶𝗹𝗹𝗶𝗮𝗻𝗰𝗲... See more

If you are looking for something to read/study this weekend, I added lots of LLM-related bonus from-scratch coding resources over the last few months (from implementing Llama 3.2 to preference tuning with DPO): https://github.com/rasbt/LLMs-from-scratch?tab=readme-ov-file#bonus-material I hope you find them useful! (My... See more