Outrageously Large Neural Networks: The Sparsely-Gated Mixture-of-Experts Layer
Paper • 1701.06538 • Published • 7
Must Reads On Transformers and Diffusers
Explore the cutting-edge of AI with our curated list of must reads on Transformers & Diffusers, driving innovation in generative-AI and beyond.
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Attention Is All You Need
Paper • 1706.03762 • Published • 120 -
Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks
Paper • 2005.11401 • Published • 14 -
Language Model Evaluation Beyond Perplexity
Paper • 2106.00085 • Published -
LoRA: Low-Rank Adaptation of Large Language Models
Paper • 2106.09685 • Published • 60 -
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models
Paper • 2201.11903 • Published • 15 -
Training language models to follow instructions with human feedback
Paper • 2203.02155 • Published • 24 -
Emergent Abilities of Large Language Models
Paper • 2206.07682 • Published • 3 -
ReAct: Synergizing Reasoning and Acting in Language Models
Paper • 2210.03629 • Published • 34 -
Automatic Chain of Thought Prompting in Large Language Models
Paper • 2210.03493 • Published • 2 -
Are Emergent Abilities of Large Language Models a Mirage?
Paper • 2304.15004 • Published • 8 -
Lost in the Middle: How Language Models Use Long Contexts
Paper • 2307.03172 • Published • 44 -
DoRA: Weight-Decomposed Low-Rank Adaptation
Paper • 2402.09353 • Published • 32 -
Chain-of-Thought Reasoning Without Prompting
Paper • 2402.10200 • Published • 109 -
RAT: Retrieval Augmented Thoughts Elicit Context-Aware Reasoning in Long-Horizon Generation
Paper • 2403.05313 • Published • 9 -
RAFT: Adapting Language Model to Domain Specific RAG
Paper • 2403.10131 • Published • 72