Mike Lay

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upvoted 2 papers 3 months ago

StateM: Reaching 95.3% Raw Accuracy, or a \$15 Frontier Run, on Terminal-Bench 2.1 via Harness Scaling

Paper • 2608.15089 • Published Aug 15 • 106

Understanding Multi-Agent LLM Frameworks: A Unified Benchmark and Experimental Analysis

Paper • 2602.03128 • Published Feb 3 • 1

upvoted a paper about 2 years ago

Large Language Models as Optimizers

Paper • 2309.03409 • Published Sep 7, 2023 • 79

upvoted 3 papers over 2 years ago

Copilot Evaluation Harness: Evaluating LLM-Guided Software Programming

Paper • 2402.14261 • Published Feb 22, 2024 • 10

TofuEval: Evaluating Hallucinations of LLMs on Topic-Focused Dialogue Summarization

Paper • 2402.13249 • Published Feb 20, 2024 • 15

Membership Inference Attacks From First Principles

Paper • 2112.03570 • Published Dec 7, 2021 • 1

upvoted 9 papers almost 3 years ago

Assessing Language Model Deployment with Risk Cards

Paper • 2303.18190 • Published Mar 31, 2023 • 1

Self-Discover: Large Language Models Self-Compose Reasoning Structures

Paper • 2402.03620 • Published Feb 6, 2024 • 117

Self-RAG: Learning to Retrieve, Generate, and Critique through Self-Reflection

Paper • 2310.11511 • Published Oct 17, 2023 • 79

Generate rather than Retrieve: Large Language Models are Strong Context Generators

Paper • 2209.10063 • Published Sep 21, 2022 • 1

WaveCoder: Widespread And Versatile Enhanced Instruction Tuning with Refined Data Generation

Paper • 2312.14187 • Published Dec 20, 2023 • 50

Blending Is All You Need: Cheaper, Better Alternative to Trillion-Parameters LLM

Paper • 2401.02994 • Published Jan 4, 2024 • 52

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

Paper • 2401.00908 • Published Dec 31, 2023 • 192

AWQ: Activation-aware Weight Quantization for LLM Compression and Acceleration

Paper • 2306.00978 • Published Jun 1, 2023 • 17

Time is Encoded in the Weights of Finetuned Language Models

Paper • 2312.13401 • Published Dec 20, 2023 • 20

upvoted 5 papers about 3 years ago

CodePlan: Repository-level Coding using LLMs and Planning

Paper • 2309.12499 • Published Sep 21, 2023 • 79

Diff2Lip: Audio Conditioned Diffusion Models for Lip-Synchronization

Paper • 2308.09716 • Published Aug 18, 2023 • 3

RLAIF: Scaling Reinforcement Learning from Human Feedback with AI Feedback

Paper • 2309.00267 • Published Sep 1, 2023 • 53

YaRN: Efficient Context Window Extension of Large Language Models

Paper • 2309.00071 • Published Aug 31, 2023 • 85

RoFormer: Enhanced Transformer with Rotary Position Embedding

Paper • 2104.09864 • Published Apr 20, 2021 • 20