BitNet: Scaling 1-bit Transformers for Large Language Models Paper • 2310.11453 • Published Oct 17, 2023 • 96
LLM in a flash: Efficient Large Language Model Inference with Limited Memory Paper • 2312.11514 • Published Dec 12, 2023 • 256
LLM Augmented LLMs: Expanding Capabilities through Composition Paper • 2401.02412 • Published Jan 4 • 36
ReAct: Synergizing Reasoning and Acting in Language Models Paper • 2210.03629 • Published Oct 6, 2022 • 13
Reflexion: Language Agents with Verbal Reinforcement Learning Paper • 2303.11366 • Published Mar 20, 2023 • 4
TinyGSM: achieving >80% on GSM8k with small language models Paper • 2312.09241 • Published Dec 14, 2023 • 36
The Era of 1-bit LLMs: All Large Language Models are in 1.58 Bits Paper • 2402.17764 • Published Feb 27 • 587
Quiet-STaR: Language Models Can Teach Themselves to Think Before Speaking Paper • 2403.09629 • Published Mar 14 • 55
MathVerse: Does Your Multi-modal LLM Truly See the Diagrams in Visual Math Problems? Paper • 2403.14624 • Published Mar 21 • 50
Direct Nash Optimization: Teaching Language Models to Self-Improve with General Preferences Paper • 2404.03715 • Published Apr 4 • 58
Attention Overflow: Language Model Input Blur during Long-Context Missing Items Recommendation Paper • 2407.13481 • Published Jul 18 • 9