Shawn Xu's starred repositories
ML-For-Beginners
12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all
AI-For-Beginners
12 Weeks, 24 Lessons, AI for All!
generative-ai-for-beginners
18 Lessons, Get Started Building with Generative AI 🔗 https://microsoft.github.io/generative-ai-for-beginners/
ABigSurveyOfLLMs
A collection of 150+ surveys on LLMs
llm-misinformation-survey
Paper list for the survey "Combating Misinformation in the Age of LLMs: Opportunities and Challenges" and the initiative "LLMs Meet Misinformation"
Awesome-LLMs-Datasets
Summarize existing representative LLMs text datasets.
Rereading-LLM-Reasoning
The official code for the paper "Re-reading improves reasoning in large language models". Simply repeating the question to get bidirectional understanding for improving reasoning.
Awesome-Knowledge-Distillation-of-LLMs
This repository collects papers for "A Survey on Knowledge Distillation of Large Language Models". We break down KD into Knowledge Elicitation and Distillation Algorithms, and explore the Skill & Vertical Distillation of LLMs.
LLMs-for-NLG-Evaluation
Awesome LLM for NLG Evaluation Papers
llama-recipes
Scripts for fine-tuning Meta Llama3 with composable FSDP & PEFT methods to cover single/multi-node GPUs. Supports default & custom datasets for applications such as summarization and Q&A. Supporting a number of candid inference solutions such as HF TGI, VLLM for local or cloud deployment. Demo apps to showcase Meta Llama3 for WhatsApp & Messenger.
reasoning-on-graphs
Official Implementation of ICLR 2024 paper: "Reasoning on Graphs: Faithful and Interpretable Large Language Model Reasoning"
awesome-large-graph-model
Papers about large graph models.
Awesome-Graph-LLM
A collection of AWESOME things about Graph-Related LLMs.