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Discover the best community collections!

Collections including paper arxiv:2408.02085

Self-Rewarding Language Models

Paper • 2401.10020 • Published Jan 18, 2024 • 146
Orion-14B: Open-source Multilingual Large Language Models

Paper • 2401.12246 • Published Jan 20, 2024 • 13
MambaByte: Token-free Selective State Space Model

Paper • 2401.13660 • Published Jan 24, 2024 • 54
MM-LLMs: Recent Advances in MultiModal Large Language Models

Paper • 2401.13601 • Published Jan 24, 2024 • 47

Instruction Tuning

Instruction Mining: High-Quality Instruction Data Selection for Large Language Models

Paper • 2307.06290 • Published Jul 12, 2023 • 10
Unleashing the Power of Data Tsunami: A Comprehensive Survey on Data Assessment and Selection for Instruction Tuning of Language Models

Paper • 2408.02085 • Published Aug 4, 2024 • 18
A Survey on Data Selection for LLM Instruction Tuning

Paper • 2402.05123 • Published Feb 4, 2024 • 3
Parameter-Efficient Fine-Tuning for Large Models: A Comprehensive Survey

Paper • 2403.14608 • Published Mar 21, 2024

A Pretrainer's Guide to Training Data: Measuring the Effects of Data Age, Domain Coverage, Quality, & Toxicity

Paper • 2305.13169 • Published May 22, 2023 • 3
A Survey on Data Selection for Language Models

Paper • 2402.16827 • Published Feb 26, 2024 • 4
HuggingFaceFW/fineweb-edu

Viewer • Updated 23 days ago • 3.3B • 537k • 634
allenai/MADLAD-400

Updated Sep 9, 2024 • 456k • 138

A Survey on Data Selection for Language Models

Paper • 2402.16827 • Published Feb 26, 2024 • 4
Instruction Tuning with Human Curriculum

Paper • 2310.09518 • Published Oct 14, 2023 • 3
Fine-Tuning or Retrieval? Comparing Knowledge Injection in LLMs

Paper • 2312.05934 • Published Dec 10, 2023 • 1
Language Models as Agent Models

Paper • 2212.01681 • Published Dec 3, 2022

AutoMathText: Autonomous Data Selection with Language Models for Mathematical Texts

Paper • 2402.07625 • Published Feb 12, 2024 • 15
Rethinking Data Selection for Supervised Fine-Tuning

Paper • 2402.06094 • Published Feb 8, 2024 • 1
Synthetic Data (Almost) from Scratch: Generalized Instruction Tuning for Language Models

Paper • 2402.13064 • Published Feb 20, 2024 • 48
TnT-LLM: Text Mining at Scale with Large Language Models

Paper • 2403.12173 • Published Mar 18, 2024 • 20

Agents: An Open-source Framework for Autonomous Language Agents

Paper • 2309.07870 • Published Sep 14, 2023 • 42
Clinical Text Summarization: Adapting Large Language Models Can Outperform Human Experts

Paper • 2309.07430 • Published Sep 14, 2023 • 27
Connecting Large Language Models with Evolutionary Algorithms Yields Powerful Prompt Optimizers

Paper • 2309.08532 • Published Sep 15, 2023 • 53
Investigating Answerability of LLMs for Long-Form Question Answering

Paper • 2309.08210 • Published Sep 15, 2023 • 14

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