Tianyi Lab

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1. Cherry_LLM Cherry_LLM Public

   [NAACL'24] Self-data filtering of LLM instruction-tuning data using a novel perplexity-based difficulty score, without using any other models

   Python 421 26

2. Reflection_Tuning Reflection_Tuning Public

   [ACL'24] Selective Reflection-Tuning: Student-Selected Data Recycling for LLM Instruction-Tuning

   Python 367 29

3. HallusionBench HallusionBench Public

   [CVPR'24] HallusionBench: You See What You Think? Or You Think What You See? An Image-Context Reasoning Benchmark Challenging for GPT-4V(ision), LLaVA-1.5, and Other Multi-modality Models

   Python 344 10

4. Superfiltering Superfiltering Public

   [ACL'24] Superfiltering: Weak-to-Strong Data Filtering for Fast Instruction-Tuning

   Python 190 17

5. MoE-Embedding MoE-Embedding Public

   [ICLR 2025 Oral] "Your Mixture-of-Experts LLM Is Secretly an Embedding Model For Free"

   Python 93 11

6. ColorBench ColorBench Public

   [NeurIPS'25] ColorBench: Can VLMs See and Understand the Colorful World? A Comprehensive Benchmark for Color Perception, Reasoning, and Robustness

   Python 43