Important LLMs Papers for the Week from 26/08 to 01/09

Stay Updated with Recent Large Language Models Research

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 First Week of September 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 Training, Evaluation & Inference
3. LLM Quantization & Alignment
4. Tokenizers
5. Transformers

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

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