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Discover the best community collections!

Collections including paper arxiv:2401.03003

There's usually interesting papers in the model cards on the leaderboard: https://huggingface.co/spaces/bigcode/bigcode-models-leaderboard

StarCoder: may the source be with you!

Paper • 2305.06161 • Published May 9, 2023 • 26
WizardCoder: Empowering Code Large Language Models with Evol-Instruct

Paper • 2306.08568 • Published Jun 14, 2023 • 27
SantaCoder: don't reach for the stars!

Paper • 2301.03988 • Published Jan 9, 2023 • 6
DeepSeek-Coder: When the Large Language Model Meets Programming -- The Rise of Code Intelligence

Paper • 2401.14196 • Published Jan 25 • 44

Symbolic LLM Reasoning

CRUXEval: A Benchmark for Code Reasoning, Understanding and Execution

Paper • 2401.03065 • Published Jan 5 • 10
DeepSeek-Coder: When the Large Language Model Meets Programming -- The Rise of Code Intelligence

Paper • 2401.14196 • Published Jan 25 • 44
WaveCoder: Widespread And Versatile Enhanced Instruction Tuning with Refined Data Generation

Paper • 2312.14187 • Published Dec 20, 2023 • 49
On the Effectiveness of Large Language Models in Domain-Specific Code Generation

Paper • 2312.01639 • Published Dec 4, 2023 • 1

DocLLM: A layout-aware generative language model for multimodal document understanding

Paper • 2401.00908 • Published Dec 31, 2023 • 173
Lightning Attention-2: A Free Lunch for Handling Unlimited Sequence Lengths in Large Language Models

Paper • 2401.04658 • Published Jan 9 • 24
Weaver: Foundation Models for Creative Writing

Paper • 2401.17268 • Published Jan 30 • 39
Efficient Tool Use with Chain-of-Abstraction Reasoning

Paper • 2401.17464 • Published Jan 30 • 15

Personalised Distillation: Empowering Open-Sourced LLMs with Adaptive Learning for Code Generation

Paper • 2310.18628 • Published Oct 28, 2023 • 6
ChatCoder: Chat-based Refine Requirement Improves LLMs' Code Generation

Paper • 2311.00272 • Published Nov 1, 2023 • 8
Magicoder: Source Code Is All You Need

Paper • 2312.02120 • Published Dec 4, 2023 • 78
Chain of Code: Reasoning with a Language Model-Augmented Code Emulator

Paper • 2312.04474 • Published Dec 7, 2023 • 27

CodeFusion: A Pre-trained Diffusion Model for Code Generation

Paper • 2310.17680 • Published Oct 26, 2023 • 68
MFTCoder: Boosting Code LLMs with Multitask Fine-Tuning

Paper • 2311.02303 • Published Nov 4, 2023 • 4
A Survey on Language Models for Code

Paper • 2311.07989 • Published Nov 14, 2023 • 21
Magicoder: Source Code Is All You Need

Paper • 2312.02120 • Published Dec 4, 2023 • 78

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