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Intro
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Classroom Contents
The Impact of Machine Learning on Material Innovation and Scientific Progress
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- 1 Intro
- 2 Joe is Back at Meta
- 3 What Does Meta Get Out Of Putting Out LLMs?
- 4 Measuring The Quality Of LLMs
- 5 How Do You Pick The Sizes Of Models
- 6 Advice On Choosing Which Model To Start With
- 7 The Secret Sauce In The Training
- 8 What Is Being Worked On Now
- 9 The Safety Mechanisms In Llama 2
- 10 The Datasets Llama 2 Is Trained On
- 11 On Multilingual Capabilities & Tone
- 12 On The Biggest Applications Of Llama 2
- 13 On Why The Best Teams Are Built By Users
- 14 The Culture Differences Of Meta vs Open Source
- 15 The AI Learning Alliance
- 16 Where To Learn About Machine Learning
- 17 Why AI For Science Is Under-rated
- 18 What Are The Biggest Issues With Real-World Applications
