SWE-RL: Advancing LLM Reasoning via Reinforcement Learning on Open Software Evolution Paper ⢠2502.18449 ⢠Published Feb 25, 2025 ⢠74
view article Article Blazing-Fast Code Editing via Multi-Layer Speculation ganler ⢠Feb 15, 2025 ⢠18
SelfCodeAlign: Self-Alignment for Code Generation Paper ⢠2410.24198 ⢠Published Oct 31, 2024 ⢠25
Arctic-SnowCoder: Demystifying High-Quality Data in Code Pretraining Paper ⢠2409.02326 ⢠Published Sep 3, 2024 ⢠19
Agentless: Demystifying LLM-based Software Engineering Agents Paper ⢠2407.01489 ⢠Published Jul 1, 2024 ⢠63
đ FineWeb-Edu Collection FineWeb-Edu datasets, classifier and ablation model ⢠5 items ⢠Updated Jun 12, 2024 ⢠21
đ Dataset comparison models Collection 1.8B models trained on 350BT to compare different pretraining datasets ⢠8 items ⢠Updated Jun 12, 2024 ⢠43
Phi-3 Collection Phi-3 family of small language and multi-modal models. Language models are available in short- and long-context lengths. ⢠25 items ⢠Updated Mar 2 ⢠581
view article Article StarCoder2-Instruct: Fully Transparent and Permissive Self-Alignment for Code Generation +7 yuxiang630, cassanof, ganler, YifengDing, StringChaos, harmdevries, lvwerra, arjunguha, lingming ⢠Apr 29, 2024 ⢠81
XFT: Unlocking the Power of Code Instruction Tuning by Simply Merging Upcycled Mixture-of-Experts Paper ⢠2404.15247 ⢠Published Apr 23, 2024 ⢠3
view article Article CodeGemma - an official Google release for code LLMs +4 pcuenq, osanseviero, reach-vb, philschmid, mishig, loubnabnl ⢠Apr 9, 2024 ⢠108
StarCoder 2 and The Stack v2: The Next Generation Paper ⢠2402.19173 ⢠Published Feb 29, 2024 ⢠158
đŤ StarCoder2 Collection StarCoder2 models and datasets! ⢠8 items ⢠Updated Mar 1, 2024 ⢠94
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 ⢠3
Copiloting the Copilots: Fusing Large Language Models with Completion Engines for Automated Program Repair Paper ⢠2309.00608 ⢠Published Sep 1, 2023 ⢠2