LLM News: Moshi, RAG Best Practices, State of AI Report, and Recent AI Developments

Overview

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Dive into a 20-minute video covering the latest developments in AI and machine learning. Explore cutting-edge technologies like Moshi, Gen-3 Alpha, and RouteLLM. Learn about innovative concepts such as Million Tiny Experts and 1B Personas. Gain insights into reasoning in Large Language Models and best practices for Retrieval-Augmented Generation (RAG). Discover new tools like OpenAutoCoder, Satyrn, and Pretzel. Get updates on GPT4All 3.0 and delve into resources for understanding deep learning. Conclude with an overview of the State of AI Report, providing a comprehensive look at the current landscape of artificial intelligence.

Syllabus

Moshi - https://x.com/kyutai_labs/status/1808883086173569222
Gen-3 Alpha - https://x.com/runwayml/status/1807822396415467686
RouteLLM - https://x.com/lmsysorg/status/1807812671238258931
Tiny Giant - https://x.com/SFResearch/status/1807811770267971984
Million Tiny Experts - https://x.com/omarsar0/status/1810389538340290724
1B Personas - https://x.com/omarsar0/status/1807827401122238628
Reasoning in LLMs - https://x.com/omarsar0/status/1810329294884741594
Best Practices in RAG - https://x.com/omarsar0/status/1808177231342018748
Self-Evaluation Defense - https://x.com/omarsar0/status/1809241930963853621
OpenAutoCoder - https://x.com/LingmingZhang/status/1808501612056629569
Satyrn - https://x.com/omarsar0/status/1810324765627867341
Pretzel - https://github.com/pretzelai/pretzelai/blob/main/README.md
GPT4All 3.0 - https://x.com/nomic_ai/status/1808162955806097767
Understanding Deep Learning - https://x.com/omarsar0/status/1808887392503279758
the State of AI Report - https://retool.com/blog/state-of-ai-h1-2024