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Detecting Pretraining Data from Large Language Models
Paper • 2310.16789 • Published • 11 -
Let's Synthesize Step by Step: Iterative Dataset Synthesis with Large Language Models by Extrapolating Errors from Small Models
Paper • 2310.13671 • Published • 19 -
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:2005.11401
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KITAB: Evaluating LLMs on Constraint Satisfaction for Information Retrieval
Paper • 2310.15511 • Published • 5 -
ToolChain*: Efficient Action Space Navigation in Large Language Models with A* Search
Paper • 2310.13227 • Published • 13 -
Reverse Chain: A Generic-Rule for LLMs to Master Multi-API Planning
Paper • 2310.04474 • Published • 2 -
AgentTuning: Enabling Generalized Agent Abilities for LLMs
Paper • 2310.12823 • Published • 35
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Attention Is All You Need
Paper • 1706.03762 • Published • 55 -
Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks
Paper • 2005.11401 • Published • 10 -
LoRA: Low-Rank Adaptation of Large Language Models
Paper • 2106.09685 • Published • 35 -
FlashAttention: Fast and Memory-Efficient Exact Attention with IO-Awareness
Paper • 2205.14135 • Published • 13
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Large Language Models as Optimizers
Paper • 2309.03409 • Published • 76 -
Challenges and Applications of Large Language Models
Paper • 2307.10169 • Published • 48 -
Efficiently Modeling Long Sequences with Structured State Spaces
Paper • 2111.00396 • Published • 3 -
DreamCoder: Growing generalizable, interpretable knowledge with wake-sleep Bayesian program learning
Paper • 2006.08381 • Published