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Last Week in AI
#162 - Udio Song AI, TPU v5, Mixtral 8x22, Mixture-of-Depths, Musicians sign open letter
Apr 15, 2024
This podcast covers AI music tools like Udio, TPU V5 accelerator, Mixtral 8x22B model, Google Gemma updates. Also, discusses Copilot's GPT-4 Turbo, OpenAI transcribing YouTube videos, Waymo's robotaxi service launch, and Mistral AI's surprise model release.
01:45:00
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Quick takeaways
- AI music tools like Udio are emerging as the next ChatGPT for musicians.
- Cloud TPU v5p by Google leads the AI accelerator race with powerful capabilities.
Deep dives
Efficient Transformer Models with Infinite Context
Google introduces a method to scale transformer models to infinitely long inputs using a compressive memory mechanism. By incorporating compressive memory into the attention mechanism, they enable both local attention over memory and long-term linear attention. Compared to alternative methods, they show improved performance in tasks like book summarization with 1 billion and 8 billion parameter models.
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