a man sits collapsed in a vast desert, holding a white towel against his head. he hallucinates a vision of a llama made of sand swirling in front of him. –ar 5:3 (run through Magnific at +7 creativity)

NEW RAG benchmark including LLaMa-3 70B and 8B, CommandR, Mistral 8x22b : r/LocalLLaMA – https://www.reddit.com/r/LocalLLaMA/comments/1c9whsv/new_rag_benchmark_including_llama3_70b_and_8b/

“Meta researchers developed RA-DIT, a fine-tuning method that enhances the performance of large language models (LLMs) using retrieval augmented generation (RAG). Read our summary of the paper in #TheBatch:  https://twitter.com/DeepLearningAI/status/1782907305748578360

“⚡ LangSmith Evaluations: RAG Evaluation (Answer Hallucinations) ⚡ Evaluations can accelerate LLM app development, but it can be challenging to get started. We’ve kicked off a new video series focused on evaluations in LangSmith. This is the 13th video in our series, focusing…  https://twitter.com/LangChainAI/status/1783165455521481191

Heads up! You’ve scrolled to the end of this category. There may have been just one or two links (above), so go back up and double check to be sure you didn’t quickly scroll down past it.

Be Sure To Read This Week’s Main Post:

This week’s executive overview and top links are here:

AI News #30: Week Ending 04/26/2024 with Executive Summary and Top 39 Links

The post you just read is an deep dive extension of my weekly newsletter, This Week In AI, an executive summary of the top things to know in AI. Each week, I create an accessible overview for laypeople to feel confident they are conversant with the week’s AI developments. I include a curated list of must-click links of the week, to offer everyone a hands-on opportunity to explore the most intriguing updates in artificial intelligence across various categories, including robotics, imagery, video, AR/VR, science, ethics, and more. Beyond the overview, I post these topic-based deeper dives (below). If you haven’t read this week’s overview, I recommend starting there.

Credits/Sources

Most of these weekly links come from just a few prolific oversharing sources. Please follow them, as they work hard to find the news each week and they make it a lot easier for me to compile.

For previous issues, please visit the archives!

Thanks for reading!

One response to “Retrieval-Augmented Generation (RAG) News: Week Ending 04/27/2024”

  1. […] RAG Retrieval-Augmented Generation News of the Week: RAG allows a language model to “reference an authoritative knowledge base outside of its training data sources before generating a response” (via Amazon). Historically RAG was prone to hallucinations, however new methods are improving the reliability. There is enough news about RAG, that I want to start tracking it separately for my own use.This week’s latest RAG (Retrieval-Augmented Generation) AI news: https://ethanbholland.com/2024/04/27/retrieval-augmented-generation-rag-news-week-ending-04-19-2024-… […]

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