Important LLMs Papers for the Week from 28/10 to 03/11

Stay Updated with Recent Large Language Models Research

Youssef Hosni
To Data & Beyond

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Large language models (LLMs) have advanced rapidly in recent years. As new generations of models are developed, researchers and engineers need to stay informed on the latest progress.

This article summarizes some of the most important LLM papers published during the Fifth Week of October 2024. The papers cover various topics shaping the next generation of language models, from model optimization and scaling to reasoning, benchmarking, and enhancing performance.

Keeping up with novel LLM research across these domains will help guide continued progress toward models that are more capable, robust, and aligned with human values.

Table of Contents:

  1. LLM Progress & Benchmarking
  2. LLM Scaling
  3. LLM Training, Evaluation & Inference
  4. LLM Reasoning
  5. LLM Agents
  6. Retrieval Augment Generation (RAG)
  7. LLM Quantization & Optimization

Most insights I share in Medium have previously been shared in my weekly newsletter, To Data & Beyond.

If you want to be up-to-date with

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