StarCoder2-Instruct: Fully Transparent and Permissive Self-Alignment for Code Generation Apr 29 • 75
SelfCodeAlign: Self-Alignment for Code Generation Paper • 2410.24198 • Published 23 days ago • 20
Arctic-SnowCoder: Demystifying High-Quality Data in Code Pretraining Paper • 2409.02326 • Published Sep 3 • 18
Agentless: Demystifying LLM-based Software Engineering Agents Paper • 2407.01489 • Published Jul 1 • 42
📚 FineWeb-Edu Collection FineWeb-Edu datasets, classifier and ablation model • 5 items • Updated Jun 12 • 11
📀 Dataset comparison models Collection 1.8B models trained on 350BT to compare different pretraining datasets • 8 items • Updated Jun 12 • 31
Phi-3 Collection Phi-3 family of small language and multi-modal models. Language models are available in short- and long-context lengths. • 26 items • Updated 9 days ago • 498
view article Article StarCoder2-Instruct: Fully Transparent and Permissive Self-Alignment for Code Generation Apr 29 • 75
XFT: Unlocking the Power of Code Instruction Tuning by Simply Merging Upcycled Mixture-of-Experts Paper • 2404.15247 • Published Apr 23 • 3
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
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
Copiloting the Copilots: Fusing Large Language Models with Completion Engines for Automated Program Repair Paper • 2309.00608 • Published Sep 1, 2023 • 2