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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:2309.00071
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Cure the headache of Transformers via Collinear Constrained Attention
Paper • 2309.08646 • Published • 12 -
YaRN: Efficient Context Window Extension of Large Language Models
Paper • 2309.00071 • Published • 59 -
PoSE: Efficient Context Window Extension of LLMs via Positional Skip-wise Training
Paper • 2309.10400 • Published • 23 -
Dynamically Relative Position Encoding-Based Transformer for Automatic Code Edit
Paper • 2205.13522 • Published • 1
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TRAMS: Training-free Memory Selection for Long-range Language Modeling
Paper • 2310.15494 • Published • 1 -
A Long Way to Go: Investigating Length Correlations in RLHF
Paper • 2310.03716 • Published • 9 -
YaRN: Efficient Context Window Extension of Large Language Models
Paper • 2309.00071 • Published • 59 -
Giraffe: Adventures in Expanding Context Lengths in LLMs
Paper • 2308.10882 • Published • 1
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CulturaX: A Cleaned, Enormous, and Multilingual Dataset for Large Language Models in 167 Languages
Paper • 2309.09400 • Published • 77 -
YaRN: Efficient Context Window Extension of Large Language Models
Paper • 2309.00071 • Published • 59 -
Language Modeling Is Compression
Paper • 2309.10668 • Published • 81
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YaRN: Efficient Context Window Extension of Large Language Models
Paper • 2309.00071 • Published • 59 -
NousResearch/Yarn-Mistral-7b-128k
Text Generation • Updated • 16.7k • 568 -
NousResearch/Yarn-Solar-10b-64k
Text Generation • Updated • 44 • 15 -
NousResearch/Yarn-Llama-2-70b-32k
Text Generation • Updated • 87 • 38
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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 • 81 -
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 • 61