Arman Haghighi K.

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upvoted 4 papers 8 months ago

When Scaling Meets LLM Finetuning: The Effect of Data, Model and Finetuning Method

Paper • 2402.17193 • Published Feb 27 • 23

Beyond A*: Better Planning with Transformers via Search Dynamics Bootstrapping

Paper • 2402.14083 • Published Feb 21 • 47

In deep reinforcement learning, a pruned network is a good network

Paper • 2402.12479 • Published Feb 19 • 16

Neural Network Diffusion

Paper • 2402.13144 • Published Feb 20 • 94

upvoted 13 papers 9 months ago

GLoRe: When, Where, and How to Improve LLM Reasoning via Global and Local Refinements

Paper • 2402.10963 • Published Feb 13 • 9

RLVF: Learning from Verbal Feedback without Overgeneralization

Paper • 2402.10893 • Published Feb 16 • 10

DataDreamer: A Tool for Synthetic Data Generation and Reproducible LLM Workflows

Paper • 2402.10379 • Published Feb 16 • 29

Direct Language Model Alignment from Online AI Feedback

Paper • 2402.04792 • Published Feb 7 • 29

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

Paper • 2402.03620 • Published Feb 6 • 109

OLMo: Accelerating the Science of Language Models

Paper • 2402.00838 • Published Feb 1 • 79

Rephrasing the Web: A Recipe for Compute and Data-Efficient Language Modeling

Paper • 2401.16380 • Published Jan 29 • 47

SliceGPT: Compress Large Language Models by Deleting Rows and Columns

Paper • 2401.15024 • Published Jan 26 • 68

Deconstructing Denoising Diffusion Models for Self-Supervised Learning

Paper • 2401.14404 • Published Jan 25 • 16

MM-LLMs: Recent Advances in MultiModal Large Language Models

Paper • 2401.13601 • Published Jan 24 • 44

Large-scale Reinforcement Learning for Diffusion Models

Paper • 2401.12244 • Published Jan 20 • 28

Spotting LLMs With Binoculars: Zero-Shot Detection of Machine-Generated Text

Paper • 2401.12070 • Published Jan 22 • 42

Zero Bubble Pipeline Parallelism

Paper • 2401.10241 • Published Nov 30, 2023 • 22

upvoted 2 papers 10 months ago

Self-Rewarding Language Models

Paper • 2401.10020 • Published Jan 18 • 143

ReFT: Reasoning with Reinforced Fine-Tuning

Paper • 2401.08967 • Published Jan 17 • 27

upvoted a paper 11 months ago

Mamba: Linear-Time Sequence Modeling with Selective State Spaces

Paper • 2312.00752 • Published Dec 1, 2023 • 138