Adapters: A Unified Library for Parameter-Efficient and Modular Transfer Learning
Paper
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2311.11077
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Published
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29
impactful-papers
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Tensor Product Attention Is All You Need
Paper • 2501.06425 • Published • 90 -
LoRA: Low-Rank Adaptation of Large Language Models
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ShortGPT: Layers in Large Language Models are More Redundant Than You Expect
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DarwinLM: Evolutionary Structured Pruning of Large Language Models
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The Danger of Overthinking: Examining the Reasoning-Action Dilemma in Agentic Tasks
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StarCoder: may the source be with you!
Paper • 2305.06161 • Published • 31 -
SmolLM2: When Smol Goes Big -- Data-Centric Training of a Small Language Model
Paper • 2502.02737 • Published • 254 -
Small Models, Big Impact: Efficient Corpus and Graph-Based Adaptation of Small Multilingual Language Models for Low-Resource Languages
Paper • 2502.10140 • Published • 9 -
Fine-Tuning Small Language Models for Domain-Specific AI: An Edge AI Perspective
Paper • 2503.01933 • Published • 13