Ming Li

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upvoted 2 papers 5 days ago

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

Paper • 2504.10514 • Published 12 days ago • 45

How Instruction and Reasoning Data shape Post-Training: Data Quality through the Lens of Layer-wise Gradients

Paper • 2504.10766 • Published 7 days ago • 39

upvoted a paper 12 days ago

Missing Premise exacerbates Overthinking: Are Reasoning Models losing Critical Thinking Skill?

Paper • 2504.06514 • Published 13 days ago • 39

upvoted a paper about 1 month ago

CoSTAast: Cost-Sensitive Toolpath Agent for Multi-turn Image Editing

Paper • 2503.10613 • Published Mar 13 • 78

updated a dataset about 2 months ago

MingLiiii/Layer_Gradient

Preview • Updated Mar 1 • 820

published a dataset about 2 months ago

MingLiiii/Layer_Gradient

Preview • Updated Mar 1 • 820

upvoted a paper 6 months ago

What Happened in LLMs Layers when Trained for Fast vs. Slow Thinking: A Gradient Perspective

Paper • 2410.23743 • Published Oct 31, 2024 • 64

authored 3 papers about 1 year ago

From Quantity to Quality: Boosting LLM Performance with Self-Guided Data Selection for Instruction Tuning

Paper • 2308.12032 • Published Aug 23, 2023 • 1

Reflection-Tuning: Data Recycling Improves LLM Instruction-Tuning

Paper • 2310.11716 • Published Oct 18, 2023 • 5

Superfiltering: Weak-to-Strong Data Filtering for Fast Instruction-Tuning

Paper • 2402.00530 • Published Feb 1, 2024 • 1

updated 9 datasets over 1 year ago

umd-zhou-lab/sRecycled_Wiz70

Viewer • Updated Dec 21, 2023 • 46.6k • 23 • 2

umd-zhou-lab/sRecycled_Alpaca

Viewer • Updated Dec 21, 2023 • 37.1k • 22 • 2

MingLiiii/Wiz70_Analysis_llama2_13b

Viewer • Updated Dec 21, 2023 • 280k • 56

MingLiiii/Wiz70_Analysis_llama2_7b

Viewer • Updated Dec 21, 2023 • 280k • 37

MingLiiii/Alpaca_Analysis_llama2_13b

Viewer • Updated Dec 21, 2023 • 208k • 71

MingLiiii/Alpaca_Analysis_llama2_7b

Viewer • Updated Dec 21, 2023 • 208k • 49

umd-zhou-lab/Reflect_Alpaca_All

Viewer • Updated Dec 21, 2023 • 208k • 16 • 1

umd-zhou-lab/Reflect_Wiz70_All

Viewer • Updated Dec 21, 2023 • 280k • 40 • 1

umd-zhou-lab/Reflect_WizV2_All

Viewer • Updated Dec 21, 2023 • 219k • 30 • 1

updated a model over 1 year ago

umd-zhou-lab/recycled-wizardlm-7b-v2.0

Text Generation • Updated Oct 22, 2023 • 5 • 2