Yuxiang Wei's picture

Yuxiang Wei

yuxiang630

·

https://yuxiang.cs.illinois.edu

AI & ML interests

Program synthesis

Articles

StarCoder2-Instruct: Fully Transparent and Permissive Self-Alignment for Code Generation

Organizations

yuxiang630's activity

upvoted a paper 2 days ago

SelfCodeAlign: Self-Alignment for Code Generation

Paper • 2410.24198 • Published 3 days ago • 14

upvoted a paper about 2 months ago

Arctic-SnowCoder: Demystifying High-Quality Data in Code Pretraining

Paper • 2409.02326 • Published Sep 3 • 18

upvoted a paper 4 months ago

Agentless: Demystifying LLM-based Software Engineering Agents

Paper • 2407.01489 • Published Jul 1 • 42

upvoted 2 collections 5 months ago

📚 FineWeb-Edu

FineWeb-Edu datasets, classifier and ablation model • 5 items • Updated Jun 12 • 9

📀 Dataset comparison models

1.8B models trained on 350BT to compare different pretraining datasets • 8 items • Updated Jun 12 • 30

upvoted a collection 6 months ago

Phi-3

Phi-3 family of small language and multi-modal models. Language models are available in short- and long-context lengths. • 27 items • Updated 4 days ago • 486

upvoted an article 6 months ago

Article

StarCoder2-Instruct: Fully Transparent and Permissive Self-Alignment for Code Generation

Apr 29

• 73

upvoted a paper 6 months ago

XFT: Unlocking the Power of Code Instruction Tuning by Simply Merging Upcycled Mixture-of-Experts

Paper • 2404.15247 • Published Apr 23 • 3

upvoted an article 7 months ago

Article

CodeGemma - an official Google release for code LLMs

Apr 9

• 99

upvoted a collection 8 months ago

OpenCodeInterpreter

18 items • Updated Mar 3 • 82

upvoted a paper 8 months ago

StarCoder 2 and The Stack v2: The Next Generation

Paper • 2402.19173 • Published Feb 29 • 134

upvoted a collection 8 months ago

💫 StarCoder2

StarCoder2 models and datasets! • 8 items • Updated Mar 1 • 81

upvoted 2 papers 11 months ago

The Unlocking Spell on Base LLMs: Rethinking Alignment via In-Context Learning

Paper • 2312.01552 • Published Dec 4, 2023 • 30

NeuRI: Diversifying DNN Generation via Inductive Rule Inference

Paper • 2302.02261 • Published Feb 4, 2023 • 3

upvoted a collection 11 months ago

ise-uiuc's Papers

7 items • Updated Mar 31 • 7

upvoted 2 papers 11 months ago

Is Your Code Generated by ChatGPT Really Correct? Rigorous Evaluation of Large Language Models for Code Generation

Paper • 2305.01210 • Published May 2, 2023 • 4

Magicoder: Source Code Is All You Need

Paper • 2312.02120 • Published Dec 4, 2023 • 79

upvoted a paper 12 months ago

Copiloting the Copilots: Fusing Large Language Models with Completion Engines for Automated Program Repair

Paper • 2309.00608 • Published Sep 1, 2023 • 2