Skywork-SWE: Unveiling Data Scaling Laws for Software Engineering in LLMs
Paper
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2506.19290
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Published
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52
Data
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Data Efficacy for Language Model Training
Paper • 2506.21545 • Published • 11 -
Easy Dataset: A Unified and Extensible Framework for Synthesizing LLM Fine-Tuning Data from Unstructured Documents
Paper • 2507.04009 • Published • 49 -
RefineX: Learning to Refine Pre-training Data at Scale from Expert-Guided Programs
Paper • 2507.03253 • Published • 18 -
Scaling Laws for Optimal Data Mixtures
Paper • 2507.09404 • Published • 35 -
Zebra-CoT: A Dataset for Interleaved Vision Language Reasoning
Paper • 2507.16746 • Published • 34 -
BeyondWeb: Lessons from Scaling Synthetic Data for Trillion-scale Pretraining
Paper • 2508.10975 • Published • 59 -
TiKMiX: Take Data Influence into Dynamic Mixture for Language Model Pre-training
Paper • 2508.17677 • Published • 14 -
PersonaX: Multimodal Datasets with LLM-Inferred Behavior Traits
Paper • 2509.11362 • Published • 4 -
OpenGPT-4o-Image: A Comprehensive Dataset for Advanced Image Generation and Editing
Paper • 2509.24900 • Published • 53