Jihoon Lee

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upvoted a paper about 2 months ago

Rethinking Data Selection at Scale: Random Selection is Almost All You Need

Paper • 2410.09335 • Published Oct 12, 2024 • 16

upvoted a paper 7 months ago

Rethinking Machine Ethics -- Can LLMs Perform Moral Reasoning through the Lens of Moral Theories?

Paper • 2308.15399 • Published Aug 29, 2023 • 2

upvoted a paper 8 months ago

LayerSkip: Enabling Early Exit Inference and Self-Speculative Decoding

Paper • 2404.16710 • Published Apr 25, 2024 • 75

upvoted an article 9 months ago

view article

Article

Better RAG 1: Advanced Basics

By •

Mar 14, 2024

• 19

upvoted 2 papers 10 months ago

Can large language models explore in-context?

Paper • 2403.15371 • Published Mar 22, 2024 • 32

LLM2LLM: Boosting LLMs with Novel Iterative Data Enhancement

Paper • 2403.15042 • Published Mar 22, 2024 • 25

upvoted a collection 10 months ago

Awesome SFT datasets

Collection

A curated list of interesting datasets to fine-tune language models with. • 43 items • Updated Apr 12, 2024 • 125

upvoted 13 papers 11 months ago

Aligning Large Multimodal Models with Factually Augmented RLHF

Paper • 2309.14525 • Published Sep 25, 2023 • 30

Trustworthy LLMs: a Survey and Guideline for Evaluating Large Language Models' Alignment

Paper • 2308.05374 • Published Aug 10, 2023 • 27

Efficient Tool Use with Chain-of-Abstraction Reasoning

Paper • 2401.17464 • Published Jan 30, 2024 • 17

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

Paper • 2402.03620 • Published Feb 6, 2024 • 114

BiLLM: Pushing the Limit of Post-Training Quantization for LLMs

Paper • 2402.04291 • Published Feb 6, 2024 • 48

Keyframer: Empowering Animation Design using Large Language Models

Paper • 2402.06071 • Published Feb 8, 2024 • 13

PIVOT: Iterative Visual Prompting Elicits Actionable Knowledge for VLMs

Paper • 2402.07872 • Published Feb 12, 2024 • 15

Aya Model: An Instruction Finetuned Open-Access Multilingual Language Model

Paper • 2402.07827 • Published Feb 12, 2024 • 45

UFO: A UI-Focused Agent for Windows OS Interaction

Paper • 2402.07939 • Published Feb 8, 2024 • 14

Mixtures of Experts Unlock Parameter Scaling for Deep RL

Paper • 2402.08609 • Published Feb 13, 2024 • 34

BASE TTS: Lessons from building a billion-parameter Text-to-Speech model on 100K hours of data

Paper • 2402.08093 • Published Feb 12, 2024 • 57

OLMo: Accelerating the Science of Language Models

Paper • 2402.00838 • Published Feb 1, 2024 • 82

Infini-gram: Scaling Unbounded n-gram Language Models to a Trillion Tokens

Paper • 2401.17377 • Published Jan 30, 2024 • 35