Large Language Models as Optimizers
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2309.03409
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Published
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71
NLP Paper Reading
NLP Papre Reading
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From Sparse to Dense: GPT-4 Summarization with Chain of Density Prompting
Paper • 2309.04269 • Published • 28 -
Textbooks Are All You Need II: phi-1.5 technical report
Paper • 2309.05463 • Published • 84 -
Efficient Memory Management for Large Language Model Serving with PagedAttention
Paper • 2309.06180 • Published • 25 -
Agents: An Open-source Framework for Autonomous Language Agents
Paper • 2309.07870 • Published • 39 -
Connecting Large Language Models with Evolutionary Algorithms Yields Powerful Prompt Optimizers
Paper • 2309.08532 • Published • 50 -
Contrastive Decoding Improves Reasoning in Large Language Models
Paper • 2309.09117 • Published • 37 -
Language Modeling Is Compression
Paper • 2309.10668 • Published • 78 -
Chain-of-Verification Reduces Hallucination in Large Language Models
Paper • 2309.11495 • Published • 37 -
LongLoRA: Efficient Fine-tuning of Long-Context Large Language Models
Paper • 2309.12307 • Published • 82 -
Enable Language Models to Implicitly Learn Self-Improvement From Data
Paper • 2310.00898 • Published • 21 -
Language Models can be Logical Solvers
Paper • 2311.06158 • Published • 14 -
MART: Improving LLM Safety with Multi-round Automatic Red-Teaming
Paper • 2311.07689 • Published • 7 -
Contrastive Chain-of-Thought Prompting
Paper • 2311.09277 • Published • 31 -
Camels in a Changing Climate: Enhancing LM Adaptation with Tulu 2
Paper • 2311.10702 • Published • 17 -
Orca 2: Teaching Small Language Models How to Reason
Paper • 2311.11045 • Published • 68 -
System 2 Attention (is something you might need too)
Paper • 2311.11829 • Published • 38 -
GAIA: a benchmark for General AI Assistants
Paper • 2311.12983 • Published • 170 -
Fine-tuning Language Models for Factuality
Paper • 2311.08401 • Published • 26 -
TinyGSM: achieving >80% on GSM8k with small language models
Paper • 2312.09241 • Published • 33 -
Weak-to-Strong Generalization: Eliciting Strong Capabilities With Weak Supervision
Paper • 2312.09390 • Published • 32 -
LLM in a flash: Efficient Large Language Model Inference with Limited Memory
Paper • 2312.11514 • Published • 252 -
Mamba: Linear-Time Sequence Modeling with Selective State Spaces
Paper • 2312.00752 • Published • 131 -
SOLAR 10.7B: Scaling Large Language Models with Simple yet Effective Depth Up-Scaling
Paper • 2312.15166 • Published • 55 -
Mixtral of Experts
Paper • 2401.04088 • Published • 152 -
Self-Rewarding Language Models
Paper • 2401.10020 • Published • 135 -
Rephrasing the Web: A Recipe for Compute and Data-Efficient Language Modeling
Paper • 2401.16380 • Published • 45