Understanding the Mathematical Principles of Large Models

Understanding the Mathematical Principles of Large Models

Participants of the 1956 Dartmouth Conference. Left 2: Rochester, Left 3: Solomonoff, Left 4: Minsky, Right 2: McCarthy, Right 1: Shannon Introduction: The secret to the success of OpenAI’s GPT series, the most popular large model company, lies in next token prediction (essentially: predicting the next word), which is mathematically based on Solomonoff’s induction. This … Read more

Understanding the Mathematical Principles of Large Models

Understanding the Mathematical Principles of Large Models

Participants of the 1956 Dartmouth Conference. Left 2: Rochester, Left 3: Solomonoff, Left 4: Minsky, Right 2: McCarthy, Right 1: Shannon Introduction: The secret behind the success of OpenAI’s popular GPT series lies in next token prediction (essentially: predicting the next word), which is mathematically grounded in Solomonoff’s Induction. This method is the theoretical cornerstone … Read more

Latest RNN Techniques: Attention-Augmented RNN and Four Models

Latest RNN Techniques: Attention-Augmented RNN and Four Models

1 New Intelligence Compilation Source: distill.pub/2016/augmented-rnns Authors: Chris Olah & Shan Carter, Google Brain Translator: Wen Fei Today is September 10, 2016 Countdown to AI WORLD 2016 World Artificial Intelligence Conference: 38 days Countdown for Early Bird Tickets: 9 days [New Intelligence Guide] The Google Brain team, led by Chris Olah & Shan Carter, has … Read more