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Collections including paper arxiv:2309.08532
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Connecting Large Language Models with Evolutionary Algorithms Yields Powerful Prompt Optimizers
Paper • 2309.08532 • Published • 53 -
Mixtral of Experts
Paper • 2401.04088 • Published • 158 -
How faithful are RAG models? Quantifying the tug-of-war between RAG and LLMs' internal prior
Paper • 2404.10198 • Published • 7 -
MoRA: High-Rank Updating for Parameter-Efficient Fine-Tuning
Paper • 2405.12130 • Published • 50
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Efficient Memory Management for Large Language Model Serving with PagedAttention
Paper • 2309.06180 • Published • 25 -
Ambiguity-Aware In-Context Learning with Large Language Models
Paper • 2309.07900 • Published • 5 -
Connecting Large Language Models with Evolutionary Algorithms Yields Powerful Prompt Optimizers
Paper • 2309.08532 • Published • 53 -
LASER: LLM Agent with State-Space Exploration for Web Navigation
Paper • 2309.08172 • Published • 13
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Agents: An Open-source Framework for Autonomous Language Agents
Paper • 2309.07870 • Published • 42 -
Clinical Text Summarization: Adapting Large Language Models Can Outperform Human Experts
Paper • 2309.07430 • Published • 27 -
Connecting Large Language Models with Evolutionary Algorithms Yields Powerful Prompt Optimizers
Paper • 2309.08532 • Published • 53 -
Investigating Answerability of LLMs for Long-Form Question Answering
Paper • 2309.08210 • Published • 14
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MVDream: Multi-view Diffusion for 3D Generation
Paper • 2308.16512 • Published • 102 -
RLAIF: Scaling Reinforcement Learning from Human Feedback with AI Feedback
Paper • 2309.00267 • Published • 48 -
MedAlign: A Clinician-Generated Dataset for Instruction Following with Electronic Medical Records
Paper • 2308.14089 • Published • 30 -
Connecting Large Language Models with Evolutionary Algorithms Yields Powerful Prompt Optimizers
Paper • 2309.08532 • Published • 53
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Llama 2: Open Foundation and Fine-Tuned Chat Models
Paper • 2307.09288 • Published • 244 -
Large-Scale Automatic Audiobook Creation
Paper • 2309.03926 • Published • 54 -
From Sparse to Dense: GPT-4 Summarization with Chain of Density Prompting
Paper • 2309.04269 • Published • 33 -
Textbooks Are All You Need II: phi-1.5 technical report
Paper • 2309.05463 • Published • 87
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Large Language Models as Optimizers
Paper • 2309.03409 • Published • 76 -
One Wide Feedforward is All You Need
Paper • 2309.01826 • Published • 33 -
Self-Alignment with Instruction Backtranslation
Paper • 2308.06259 • Published • 42 -
Shepherd: A Critic for Language Model Generation
Paper • 2308.04592 • Published • 32
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DoLa: Decoding by Contrasting Layers Improves Factuality in Large Language Models
Paper • 2309.03883 • Published • 35 -
LoRA: Low-Rank Adaptation of Large Language Models
Paper • 2106.09685 • Published • 35 -
Agents: An Open-source Framework for Autonomous Language Agents
Paper • 2309.07870 • Published • 42 -
RLAIF: Scaling Reinforcement Learning from Human Feedback with AI Feedback
Paper • 2309.00267 • Published • 48