Hari Koduvely

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upvoted 3 papers about 2 months ago

The Unreasonable Ineffectiveness of the Deeper Layers

Paper • 2403.17887 • Published Mar 26 • 75

Can large language models explore in-context?

Paper • 2403.15371 • Published Mar 22 • 30

LLM Agent Operating System

Paper • 2403.16971 • Published Mar 25 • 62

upvoted 2 papers 2 months ago

Design2Code: How Far Are We From Automating Front-End Engineering?

Paper • 2403.03163 • Published Mar 5 • 92

Stealing Part of a Production Language Model

Paper • 2403.06634 • Published Mar 11 • 85

upvoted 2 papers 3 months ago

Towards Optimal Learning of Language Models

Paper • 2402.17759 • Published Feb 27 • 16

Fiddler: CPU-GPU Orchestration for Fast Inference of Mixture-of-Experts Models

Paper • 2402.07033 • Published Feb 10 • 16

upvoted 3 papers 4 months ago

CroissantLLM: A Truly Bilingual French-English Language Model

Paper • 2402.00786 • Published Feb 1 • 22

Shortened LLaMA: A Simple Depth Pruning for Large Language Models

Paper • 2402.02834 • Published Feb 5 • 11

Weaver: Foundation Models for Creative Writing

Paper • 2401.17268 • Published Jan 30 • 39

upvoted 7 papers 5 months ago

DocLLM: A layout-aware generative language model for multimodal document understanding

Paper • 2401.00908 • Published Dec 31, 2023 • 174

PromptBench: A Unified Library for Evaluation of Large Language Models

Paper • 2312.07910 • Published Dec 13, 2023 • 14

Distributed Inference and Fine-tuning of Large Language Models Over The Internet

Paper • 2312.08361 • Published Dec 13, 2023 • 23

SwitchHead: Accelerating Transformers with Mixture-of-Experts Attention

Paper • 2312.07987 • Published Dec 13, 2023 • 39

Beyond Surface: Probing LLaMA Across Scales and Layers

Paper • 2312.04333 • Published Dec 7, 2023 • 18

Purple Llama CyberSecEval: A Secure Coding Benchmark for Language Models

Paper • 2312.04724 • Published Dec 7, 2023 • 18

SparQ Attention: Bandwidth-Efficient LLM Inference

Paper • 2312.04985 • Published Dec 8, 2023 • 35

upvoted 3 papers 6 months ago

The Unlocking Spell on Base LLMs: Rethinking Alignment via In-Context Learning

Paper • 2312.01552 • Published Dec 4, 2023 • 26

Mamba: Linear-Time Sequence Modeling with Selective State Spaces

Paper • 2312.00752 • Published Dec 1, 2023 • 131

Instruction-tuning Aligns LLMs to the Human Brain

Paper • 2312.00575 • Published Dec 1, 2023 • 10