İrem Demirtaş

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upvoted a paper 4 months ago

LLaMA-Berry: Pairwise Optimization for O1-like Olympiad-Level Mathematical Reasoning

Paper • 2410.02884 • Published Oct 3, 2024 • 54

upvoted a paper 10 months ago

ReFT: Representation Finetuning for Language Models

Paper • 2404.03592 • Published Apr 4, 2024 • 93

upvoted a paper 11 months ago

Divide-or-Conquer? Which Part Should You Distill Your LLM?

Paper • 2402.15000 • Published Feb 22, 2024 • 21

upvoted 2 papers 12 months ago

Learning to Generate Instruction Tuning Datasets for Zero-Shot Task Adaptation

Paper • 2402.18334 • Published Feb 28, 2024 • 12

The Era of 1-bit LLMs: All Large Language Models are in 1.58 Bits

Paper • 2402.17764 • Published Feb 27, 2024 • 609

upvoted 5 papers about 1 year ago

LLaMA Pro: Progressive LLaMA with Block Expansion

Paper • 2401.02415 • Published Jan 4, 2024 • 53

Adapting Large Language Models via Reading Comprehension

Paper • 2309.09530 • Published Sep 18, 2023 • 77

Generalist embedding models are better at short-context clinical semantic search than specialized embedding models

Paper • 2401.01943 • Published Jan 3, 2024 • 6

What Makes Good Data for Alignment? A Comprehensive Study of Automatic Data Selection in Instruction Tuning

Paper • 2312.15685 • Published Dec 25, 2023 • 16

LLM in a flash: Efficient Large Language Model Inference with Limited Memory

Paper • 2312.11514 • Published Dec 12, 2023 • 259

upvoted a paper over 1 year ago

Large Language Models for Compiler Optimization

Paper • 2309.07062 • Published Sep 11, 2023 • 23