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September 20th, 2023 - From Overthinking Graphs to Code Whispering and Polyglot AI: The New Frontiers of Neural Networks, Language Models, and Data Compression
Manage episode 377481416 series 3485608
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- Graph Neural Networks Use Graphs When They Shouldn't
- Large Language Models for Compiler Optimization
- OpenBA: An Open-sourced 15B Bilingual Asymmetric seq2seq Model Pre-trained from Scratch
- Baichuan 2: Open Large-scale Language Models
- Language Modeling Is Compression
- FoleyGen: Visually-Guided Audio Generation
Chapters
1. Intro (00:00:00)
2. Graph Neural Networks Use Graphs When They Shouldn't (00:01:47)
3. Large Language Models for Compiler Optimization (00:04:01)
4. OpenBA: An Open-sourced 15B Bilingual Asymmetric seq2seq Model Pre-trained from Scratch (00:07:10)
5. Baichuan 2: Open Large-scale Language Models (00:08:27)
6. Language Modeling Is Compression (00:10:13)
7. FoleyGen: Visually-Guided Audio Generation (00:11:50)
75 episodes
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