The TOC as a tl;dr
1. Of course, the Llama 3 series as one of the main open-weight model releases this year, featuring more sophisticated pre- and post-training pipelines
2. Techniques for improving LLMs by scaling inference-time compute
3. The different multimodal LLM paradigms

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