Large Language Models as Optimizers
Paper
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2309.03409
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Published
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75
llm
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One Wide Feedforward is All You Need
Paper • 2309.01826 • Published • 31 -
Self-Alignment with Instruction Backtranslation
Paper • 2308.06259 • Published • 40 -
Shepherd: A Critic for Language Model Generation
Paper • 2308.04592 • Published • 29 -
UniversalNER: Targeted Distillation from Large Language Models for Open Named Entity Recognition
Paper • 2308.03279 • Published • 21 -
ToolLLM: Facilitating Large Language Models to Master 16000+ Real-world APIs
Paper • 2307.16789 • Published • 98 -
Flacuna: Unleashing the Problem Solving Power of Vicuna using FLAN Fine-Tuning
Paper • 2307.02053 • Published • 23 -
Connecting Large Language Models with Evolutionary Algorithms Yields Powerful Prompt Optimizers
Paper • 2309.08532 • Published • 52 -
LongLoRA: Efficient Fine-tuning of Long-Context Large Language Models
Paper • 2309.12307 • Published • 87 -
QA-LoRA: Quantization-Aware Low-Rank Adaptation of Large Language Models
Paper • 2309.14717 • Published • 44 -
FreshLLMs: Refreshing Large Language Models with Search Engine Augmentation
Paper • 2310.03214 • Published • 18 -
TinyGSM: achieving >80% on GSM8k with small language models
Paper • 2312.09241 • Published • 37