LLM News: xAI Series B, Codestral, LLM Guide, AutoGen Course, and Symbolic Chain-of-Thought

Overview

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Explore the latest developments in AI and machine learning in this 30-minute video covering a range of topics. Learn about xAI's Series B funding, Anthropic's new paper on scaling monosemanticity, and Mistral AI's Codestral. Discover advancements in language models with LC-Boost and gain insights from O'Reilly's guide on building with LLMs. Delve into Abacus Embeddings, Symbolic Chain-of-Thought reasoning, and new tools for LLM evaluation and PR management. Examine progress in vision-language modeling, AI agentic design patterns, and implementations of GPT-2 and Transformers. Stay updated with curated ML papers of the week and explore resources for further learning in prompt engineering for LLMs.

Syllabus

xAI Series B - https://x.ai/blog/series-b
Anthropic New Paper - https://transformer-circuits.pub/2024/scaling-monosemanticity/index.html
Codestral - https://mistral.ai/news/codestral/
LC-Boost - https://arxiv.org/abs/2405.15318
LLM Guide - https://www.oreilly.com/radar/what-we-learned-from-a-year-of-building-with-llms-part-i/
Abacus Embeddings - https://arxiv.org/abs/2405.17399
Symbolic CoT - https://arxiv.org/abs/2405.18357
LLM Eval Tool - https://promptfoo.dev/
PR Agent - https://github.com/Codium-ai/pr-agent
Vision-Language Modeling - https://arxiv.org/abs/2405.17247
AI Agentic Design Patterns - https://x.com/AndrewYNg/status/1795845101979406490
ML Papers of the Week - https://github.com/dair-ai/ML-Papers-of-the-Week/
GPT-2 in llm.c - https://github.com/karpathy/llm.c/discussions/481
Transformer by Hand - https://x.com/ProfTomYeh/status/1794702829103309291