Qian Liu

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authored a paper 2 days ago

SWE-Perf: Can Language Models Optimize Code Performance on Real-World Repositories?

Paper • 2507.12415 • Published 2 days ago • 28

authored a paper 9 days ago

First Return, Entropy-Eliciting Explore

Paper • 2507.07017 • Published 9 days ago • 23

authored a paper 14 days ago

ZeCO: Zero Communication Overhead Sequence Parallelism for Linear Attention

Paper • 2507.01004 • Published 17 days ago • 10

authored a paper about 2 months ago

General-Reasoner: Advancing LLM Reasoning Across All Domains

Paper • 2505.14652 • Published May 20 • 23

authored 7 papers 4 months ago

Spider 2.0: Evaluating Language Models on Real-World Enterprise Text-to-SQL Workflows

Paper • 2411.07763 • Published Nov 12, 2024 • 2

When Attention Sink Emerges in Language Models: An Empirical View

Paper • 2410.10781 • Published Oct 14, 2024

Sailor2: Sailing in South-East Asia with Inclusive Multilingual LLMs

Paper • 2502.12982 • Published Feb 18 • 18

Predictive Data Selection: The Data That Predicts Is the Data That Teaches

Paper • 2503.00808 • Published Mar 2 • 57

Scaling up Masked Diffusion Models on Text

Paper • 2410.18514 • Published Oct 24, 2024

SimpleRL-Zoo: Investigating and Taming Zero Reinforcement Learning for Open Base Models in the Wild

Paper • 2503.18892 • Published Mar 24 • 32

SkyLadder: Better and Faster Pretraining via Context Window Scheduling

Paper • 2503.15450 • Published Mar 19 • 12

authored a paper 5 months ago

SuperGPQA: Scaling LLM Evaluation across 285 Graduate Disciplines

Paper • 2502.14739 • Published Feb 20 • 105

authored 3 papers 8 months ago

When Precision Meets Position: BFloat16 Breaks Down RoPE in Long-Context Training

Paper • 2411.13476 • Published Nov 20, 2024 • 16

Spider2-V: How Far Are Multimodal Agents From Automating Data Science and Engineering Workflows?

Paper • 2407.10956 • Published Jul 15, 2024 • 7

OpenCoder: The Open Cookbook for Top-Tier Code Large Language Models

Paper • 2411.04905 • Published Nov 7, 2024 • 126

authored a paper 9 months ago

Cheating Automatic LLM Benchmarks: Null Models Achieve High Win Rates

Paper • 2410.07137 • Published Oct 9, 2024 • 8

authored a paper 10 months ago

Programming Every Example: Lifting Pre-training Data Quality like Experts at Scale

Paper • 2409.17115 • Published Sep 25, 2024 • 63

authored a paper 12 months ago

Scaling Laws with Vocabulary: Larger Models Deserve Larger Vocabularies

Paper • 2407.13623 • Published Jul 18, 2024 • 57

authored 2 papers about 1 year ago

RegMix: Data Mixture as Regression for Language Model Pre-training

Paper • 2407.01492 • Published Jul 1, 2024 • 40

Chain of Preference Optimization: Improving Chain-of-Thought Reasoning in LLMs

Paper • 2406.09136 • Published Jun 13, 2024