Efficient Code LLM Training via Distribution-Consistent and Diversity-Aware Data Selection

Documenti analoghi

• Data-efficient LLM Fine-tuning for Code Generation
  di: Lv, Weijie, et al.
  Pubblicazione: (2025)
• CodeACT: Code Adaptive Compute-efficient Tuning Framework for Code LLMs
  di: Lv, Weijie, et al.
  Pubblicazione: (2024)
• Reasoning Aware Self-Consistency: Leveraging Reasoning Paths for Efficient LLM Sampling
  di: Wan, Guangya, et al.
  Pubblicazione: (2024)
• Importance-Aware Data Selection for Efficient LLM Instruction Tuning
  di: Jiang, Tingyu, et al.
  Pubblicazione: (2025)
• QuaDMix: Quality-Diversity Balanced Data Selection for Efficient LLM Pretraining
  di: Liu, Fengze, et al.
  Pubblicazione: (2025)