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RUCAIBox/LLMSurvey

A comprehensive GitHub repository serving as the official companion to the survey paper 'A Survey of Large Language Models,' curating papers and resources on LLMs.

Core Features

Curated collection of papers and resources on Large Language Models.

Companion to the detailed survey paper 'A Survey of Large Language Models'.

Includes a Chinese book tailored for LLM beginners.

Covers advanced topics like long Chain-of-Thought (CoT) reasoning.

Visualizations of LLM research trends and model evolution (GPT, LLaMA).

Provides practical tips for prompt design.

Detailed Introduction

This GitHub repository is the official companion to 'A Survey of Large Language Models,' offering a meticulously curated collection of papers and resources on Large Language Models. It provides researchers and students with a structured overview of the field, including technical evolutions of prominent models like GPT and LLaMA, trends in academic publications, and practical prompt engineering tips. Additionally, it features a dedicated Chinese book for beginners and recent updates on advanced reasoning paradigms like long CoT, making it an invaluable knowledge base for anyone exploring the rapidly evolving LLM landscape.