GPT Reviews
Command R+ is a new language model designed for enterprise-grade workloads that outperforms similar models in the scalable market category and offers multilingual coverage in 10 key languages to support global business operations.
JetMoE-8B is a new model that was trained with less than $0.1 million cost and outperformed LLaMA2-7B from Meta AI, who has multi-billion-dollar training resources.
Mixture-of-Depths is a new method proposed for transformer-based language models that dynamically allocates compute to specific positions in a sequence, optimizing the allocation along the sequence for different layers across the model depth.
Think-and-Execute is a new framework that aims to improve algorithmic reasoning in large language models by decomposing the reasoning process into two steps: discovering task-level logic that is shared across all instances for solving a given task and expressing it with pseudocode, and simulating the generated pseudocode to execute the code.Β
Contact:Β Β sergi@earkind.com
Timestamps:
00:34 Introduction
01:42Β Introducing Command R+: A Scalable LLM Built for Business
03:38Β JetMoE: Reaching LLaMA2 Performance with 0.1M Dollars
05:08Β AI & the Web: Understanding and managing the impact of Machine Learning models on the Web
06:37 Fake sponsor
08:44Β Do language models plan ahead for future tokens?
10:04Β Mixture-of-Depths: Dynamically allocating compute in transformer-based language models
13:40 Outro