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liuhaotian 

authored a paper about 2 months ago

AlayaDB: The Data Foundation for Efficient and Effective Long-context LLM Inference

Paper • 2504.10326 • Published Apr 14 • 26

yuchenlin 

authored a paper about 2 months ago

CrossWordBench: Evaluating the Reasoning Capabilities of LLMs and LVLMs with Controllable Puzzle Generation

Paper • 2504.00043 • Published Mar 30 • 9

yuchenlin 

authored 2 papers 4 months ago

Small Models Struggle to Learn from Strong Reasoners

Paper • 2502.12143 • Published Feb 17 • 38

ZebraLogic: On the Scaling Limits of LLMs for Logical Reasoning

Paper • 2502.01100 • Published Feb 3 • 17

yuchenlin 

authored a paper 7 months ago

On Memorization of Large Language Models in Logical Reasoning

Paper • 2410.23123 • Published Oct 30, 2024 • 18

YikangS 

authored 4 papers 9 months ago

The infrastructure powering IBM's Gen AI model development

Paper • 2407.05467 • Published Jul 7, 2024 • 2

Scaling Granite Code Models to 128K Context

Paper • 2407.13739 • Published Jul 18, 2024 • 20

FlexAttention for Efficient High-Resolution Vision-Language Models

Paper • 2407.20228 • Published Jul 29, 2024 • 1

Power Scheduler: A Batch Size and Token Number Agnostic Learning Rate Scheduler

Paper • 2408.13359 • Published Aug 23, 2024 • 25

YikangS 

authored a paper 11 months ago

Octo-planner: On-device Language Model for Planner-Action Agents

Paper • 2406.18082 • Published Jun 26, 2024 • 49

liuhaotian 

authored a paper 11 months ago

CharXiv: Charting Gaps in Realistic Chart Understanding in Multimodal LLMs

Paper • 2406.18521 • Published Jun 26, 2024 • 30

yuchenlin 

authored a paper 11 months ago

WildGuard: Open One-Stop Moderation Tools for Safety Risks, Jailbreaks, and Refusals of LLMs

Paper • 2406.18495 • Published Jun 26, 2024 • 13

YikangS 

authored 8 papers 12 months ago

Autonomous Tree-search Ability of Large Language Models

Paper • 2310.10686 • Published Oct 14, 2023 • 2

SALMON: Self-Alignment with Principle-Following Reward Models

Paper • 2310.05910 • Published Oct 9, 2023 • 2

Visual Dependency Transformers: Dependency Tree Emerges from Reversed Attention

Paper • 2304.03282 • Published Apr 6, 2023

Principle-Driven Self-Alignment of Language Models from Scratch with Minimal Human Supervision

Paper • 2305.03047 • Published May 4, 2023 • 1

An Efficient General-Purpose Modular Vision Model via Multi-Task Heterogeneous Training

Paper • 2306.17165 • Published Jun 29, 2023 • 1

Planning with Large Language Models for Code Generation

Paper • 2303.05510 • Published Mar 9, 2023

Gated Linear Attention Transformers with Hardware-Efficient Training

Paper • 2312.06635 • Published Dec 11, 2023 • 7

Long Range Arena: A Benchmark for Efficient Transformers

Paper • 2011.04006 • Published Nov 8, 2020