Feb 21, 2024

7 Posts

Memory-Efficient Optimizer: A method to reduce memory needs when fine-tuning AI models
Feb 21, 2024

Memory-Efficient Optimizer: A method to reduce memory needs when fine-tuning AI models

Researchers devised a way to reduce memory requirements when fine-tuning large language models. Kai Lv and colleagues at Fudan University proposed low memory optimization (LOMO), a modification of stochastic gradient descent that stores less data than other optimizers during fine-tuning.
Gymnastics Judge’s Helper: AI system measures performances in Olympic-level gymnastics competitions.
Feb 21, 2024

Gymnastics Judge’s Helper: AI system measures performances in Olympic-level gymnastics competitions.

Judges in competitive gymnastics are using an AI system to double-check their decisions.
Competition Heats Up in AI Chips: Huawei rises as key AI chip supplier amid U.S. export bans.
Feb 21, 2024

Competition Heats Up in AI Chips: Huawei rises as key AI chip supplier amid U.S. export bans.

Huawei is emerging as an important supplier of AI chips. Amid a U.S. ban on exports of advanced chips to China, demand for Huawei’s AI chips is so intense that the company is limiting production of the chip that powers one of its most popular smartphones so it can serve the AI market.
Generated Video Gets Real(er): OpenAI's Sora, a new player in text-to-video generation
Feb 21, 2024

Generated Video Gets Real(er): OpenAI's Sora, a new player in text-to-video generation

OpenAI’s new video generator raises the bar for detail and realism in generated videos — but the company released few details about how it built the system.
Three Themes for AI Entrepreneurs: Starting an AI company? Three keys to AI entrepreneurship emerged at AI Fund’s annual co-founder and CEO summit.
Feb 21, 2024

Three Themes for AI Entrepreneurs: Starting an AI company? Three keys to AI entrepreneurship emerged at AI Fund’s annual co-founder and CEO summit.

Earlier this month, my team AI Fund held its annual co-founder and CEO summit, where many of our collaborators gathered in California for two days to discuss how to build AI companies.
The latest in AI from Feb. 15 to Feb. 21, 2024
Feb 21, 2024

The latest in AI from Feb. 15 to Feb. 21, 2024

This week's top AI news and research stories featured OpenAI's Sora, Huawei's AI chips, an AI system to double-check judges' decisions in competitive gymnastics, and Würstchen, and a way to reduce memory requirements when fine-tuning large language models. But first:
Generated Video Gets Real(er), Nvidia Competitor Emerges, Neural Nets for Gymnastics, Efficient Optimizer
Feb 21, 2024

Generated Video Gets Real(er), Nvidia Competitor Emerges, Neural Nets for Gymnastics, Efficient Optimizer

The Batch AI News and Insights: Earlier this month, my team AI Fund held its annual co-founder and CEO summit, where many of our collaborators gathered in California for two days to discuss how to build AI companies.

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