🔥 Breaking: we just beat Claude Code on repo-level generation. Today we’re releasing Repository Planning Graph (RPG) — a unified graph linking requirements → files → dataflows → functions, for controllable & verifiable repo-scale codegen. 📄 arxiv.org/abs/2509.16198
🎉"FEA-Bench" is accepted at ACL 2025! We introduce a new benchmark of repo-level code generation for feature implementation. LLMs still struggle at, but models like R1 show promise. 📄 arxiv.org/abs/2503.06680 🔗 github.com/microsoft/FEA-… 🤗 huggingface.co/datasets/micro… #LLM #ACL2025
Exciting news! The data from our paper is now open source. Dive into the details and explore the insights. Paper link: arxiv.org/pdf/2501.04694 Huggingface Dataset: microsoft/EpiCoder-func-380k · Datasets at Hugging Face Get the latest open-source data & code first! Follow us now
🚀 Introducing EpiCoder: a hierarchical feature tree-based framework for diverse and intricate code generation. 🔍 Outperforming benchmarks, it handles everything from simple functions to multi-file projects deftly. 📢 Open source release soon! 🔗 arxiv.org/abs/2501.04694
🚀 Introducing EpiCoder: a hierarchical feature tree-based framework for diverse and intricate code generation. 🔍 Outperforming benchmarks, it handles everything from simple functions to multi-file projects deftly. 📢 Open source release soon! 🔗 arxiv.org/abs/2501.04694
Nice experience on #ACL2024 , and glad to know that WaveCoder-Ultra-6.7B win the 9th place in DS-1000 Leaderboard. Now everyone can download it on huggingface.co/microsoft/wave… Check out our repo: github.com/microsoft/Wave…
Microsoft announces WaveCoder Widespread And Versatile Enhanced Instruction Tuning with Refined Data Generation paper page: huggingface.co/papers/2312.14… introduce CodeOcean, a dataset comprising 20,000 instruction instances across 4 universal code-related tasks,which is aimed at…
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