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Websites

Together AI

Various

Website

Together AI is creating innovations on scaling LLMs based on Llama series models

Lillian's Blog - OpenAI researcher

Lillian Weng

X: @lilianweng

Lilian is blogging since 2017 - starting the fundamentals of Deep Learning. What I see in her blog's is evolution of a set of foundational technologies (RL w/ Human Feedback, Prompt Engineering, Reward Models). Someone has to have maths as their language to read so many diverse papers and then write up such concise summaries

paperswithcode

Various

Webiste

The mission of Papers with Code is to create a free and open resource with Machine Learning papers, code, datasets, methods and evaluation tables

ARK Invest

Various

Website

Research on disruptive technologies - Deep Learning, Robotics, BioTech, Genome Sequencing, Crypto tech, Energy Storage

Epoch AI Blog

Various

Website

LLM Compute, scaling trend articles

Cheif Ai Office

Various

Website

Discover pitch decks from the latest AI startups

AI Alignment Forum

Various


Book

Comprehensive site for AI Safety and Alignment research

OpenAI

Andrej Karpathy

https://karpathy.ai/

Tutorial

We build a Generatively Pretrained Transformer (GPT), following the paper "Attention is All You Need" and OpenAI's GPT-2 / GPT-3. We talk about connections to ChatGPT, which has taken the world by storm. We watch GitHub Copilot, itself a GPT, help us write a GPT (meta :D!) . I recommend people watch the earlier makemore videos to get comfortable with the autoregressive language modeling framework and basics of tensors and PyTorch nn, which we take for granted in this video.

IEEE

Andrej Karpathy

https://karpathy.ai/

Tutorial

Andrej has provided a very definitive fundamental course on neural networks over 5 sessions along with its code and exercises

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