LLM News: GPT-4o Mini, Codestral Mamba, Prompt Engineering Methods, and More - January 2024 Update

Overview

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Explore the latest developments in AI and machine learning in this 16-minute video covering a range of topics. Learn about GPT-4o mini, Mistral Nemo, and Codestral Mamba models. Discover new prompt engineering methods, techniques for improving LLM output legibility, and approaches to weak-to-strong reasoning. Delve into long-context reasoning, retrieval, and efficient context embedding for RAG. Examine the potential of Spreadsheet LLMs and get insights on Eureka Labs and Llama Factory. Gain valuable knowledge on cutting-edge AI advancements and their applications in various fields.

Syllabus

GPT-4o mini - https://youtu.be/FNa1-OKN3yU?si=c48Rp1jt-FC2-QvI
Mistral Nemo - https://mistral.ai/news/mistral-nemo/
Codestal Mamba - https://youtu.be/R8DCnEYq3eQ?si=Sji4wGsVT6Z3z5C1
Improving LLM Output Legibility - https://openai.com/index/prover-verifier-games-improve-legibility/
Weak-to-Strong Reasoning - https://x.com/omarsar0/status/1814130275485704597
Prompt Engineering Methods - https://x.com/omarsar0/status/1814135222562165104
Long-Context Reasoning & Retrieval - https://x.com/omarsar0/status/1813581074624070109
Efficient Context Embedding for RAG - https://x.com/omarsar0/status/1812937765769867561
Spreadsheet LLM - https://arxiv.org/abs/2407.09025
Eureka Labs - https://x.com/karpathy/status/1813263734707790301
Llama Factory - https://x.com/omarsar0/status/1814345840267235707