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Detecting Pretraining Data from Large Language Models
Paper • 2310.16789 • Published • 9 -
Let's Synthesize Step by Step: Iterative Dataset Synthesis with Large Language Models by Extrapolating Errors from Small Models
Paper • 2310.13671 • Published • 17 -
AutoMix: Automatically Mixing Language Models
Paper • 2310.12963 • Published • 14 -
An Emulator for Fine-Tuning Large Language Models using Small Language Models
Paper • 2310.12962 • Published • 13
Collections
Discover the best community collections!
Collections including paper arxiv:2309.04564
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AlpaGasus: Training A Better Alpaca with Fewer Data
Paper • 2307.08701 • Published • 21 -
The BigScience ROOTS Corpus: A 1.6TB Composite Multilingual Dataset
Paper • 2303.03915 • Published • 5 -
MADLAD-400: A Multilingual And Document-Level Large Audited Dataset
Paper • 2309.04662 • Published • 21 -
SlimPajama-DC: Understanding Data Combinations for LLM Training
Paper • 2309.10818 • Published • 10
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CrossCodeEval: A Diverse and Multilingual Benchmark for Cross-File Code Completion
Paper • 2310.11248 • Published • 3 -
Textbooks Are All You Need II: phi-1.5 technical report
Paper • 2309.05463 • Published • 84 -
When Less is More: Investigating Data Pruning for Pretraining LLMs at Scale
Paper • 2309.04564 • Published • 14 -
What's In My Big Data?
Paper • 2310.20707 • Published • 9
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The Reversal Curse: LLMs trained on "A is B" fail to learn "B is A"
Paper • 2309.12288 • Published • 3 -
Are Emergent Abilities in Large Language Models just In-Context Learning?
Paper • 2309.01809 • Published • 3 -
When Less is More: Investigating Data Pruning for Pretraining LLMs at Scale
Paper • 2309.04564 • Published • 14 -
CulturaX: A Cleaned, Enormous, and Multilingual Dataset for Large Language Models in 167 Languages
Paper • 2309.09400 • Published • 77
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Language Modeling Is Compression
Paper • 2309.10668 • Published • 79 -
Baichuan 2: Open Large-scale Language Models
Paper • 2309.10305 • Published • 16 -
Chain-of-Verification Reduces Hallucination in Large Language Models
Paper • 2309.11495 • Published • 37 -
LMDX: Language Model-based Document Information Extraction and Localization
Paper • 2309.10952 • Published • 60
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Textbooks Are All You Need II: phi-1.5 technical report
Paper • 2309.05463 • Published • 84 -
When Less is More: Investigating Data Pruning for Pretraining LLMs at Scale
Paper • 2309.04564 • Published • 14 -
Large-Scale Automatic Audiobook Creation
Paper • 2309.03926 • Published • 52 -
The Languini Kitchen: Enabling Language Modelling Research at Different Scales of Compute
Paper • 2309.11197 • Published • 4
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BirdL/FreeLoaderLM
Text Generation • Updated -
CofeAI/FLM-101B
Text Generation • Updated • 423 • 87 -
FLM-101B: An Open LLM and How to Train It with $100K Budget
Paper • 2309.03852 • Published • 42 -
Composable Function-preserving Expansions for Transformer Architectures
Paper • 2308.06103 • Published • 18