Personalised Distillation: Empowering Open-Sourced LLMs with Adaptive Learning for Code Generation
Paper
•
2310.18628
•
Published
•
7
Code Generation
-
-
ChatCoder: Chat-based Refine Requirement Improves LLMs' Code Generation
Paper • 2311.00272 • Published • 9 -
Chain of Code: Reasoning with a Language Model-Augmented Code Emulator
Paper • 2312.04474 • Published • 29 -
OpenCodeInterpreter: Integrating Code Generation with Execution and Refinement
Paper • 2402.14658 • Published • 82 -
StarCoder 2 and The Stack v2: The Next Generation
Paper • 2402.19173 • Published • 136
ChartMimic: Evaluating LMM's Cross-Modal Reasoning Capability via Chart-to-Code Generation
Paper • 2406.09961 • Published • 54Note ChartMimic基準評估大規模多模態模型在圖表到代碼生成中的能力，包含1,000個三元組，涵蓋多種圖表類型和191個子類別。實驗顯示，先進模型如GPT-4V僅獲得73.2分，表明跨模態推理能力仍有改進空間，促進人工通用智能的研究。
-
DeepSeek-Coder-V2: Breaking the Barrier of Closed-Source Models in Code Intelligence
Paper • 2406.11931 • Published • 57 -
BigCodeBench: Benchmarking Code Generation with Diverse Function Calls and Complex Instructions
Paper • 2406.15877 • Published • 45