Collection by 
Feb 20, 2024
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Collection by 
Feb 20, 2024
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Feb 20, 2024
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Feb 20, 2024
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Feb 20, 2024
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Feb 20, 2024
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Mar 4, 2024
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DoRA: Weight-Decomposed Low-Rank Adaptation
Paper • 2402.09353 • Published • 33 -
MobileLLM: Optimizing Sub-billion Parameter Language Models for On-Device Use Cases
Paper • 2402.14905 • Published • 134 -
Resonance RoPE: Improving Context Length Generalization of Large Language Models
Paper • 2403.00071 • Published • 21 -
AtP*: An efficient and scalable method for localizing LLM behaviour to components
Paper • 2403.00745 • Published • 9
Collection by 
Nov 30, 2024
Collection by 
Sep 11, 2024
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Speculative Streaming: Fast LLM Inference without Auxiliary Models
Paper • 2402.11131 • Published • 42 -
Generative Representational Instruction Tuning
Paper • 2402.09906 • Published • 53 -
Chain-of-Thought Reasoning Without Prompting
Paper • 2402.10200 • Published • 109 -
BitDelta: Your Fine-Tune May Only Be Worth One Bit
Paper • 2402.10193 • Published • 20
Collection by 
Feb 20, 2024
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Attention Is All You Need
Paper • 1706.03762 • Published • 148 -
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding
Paper • 1810.04805 • Published • 32 -
Universal Language Model Fine-tuning for Text Classification
Paper • 1801.06146 • Published • 8 -
Language Models are Few-Shot Learners
Paper • 2005.14165 • Published • 20
Collection by Feb 20, 2024
Collection by Feb 20, 2024
Collection by Feb 20, 2024
Collection by Mar 4, 2024
-
DoRA: Weight-Decomposed Low-Rank Adaptation
Paper • 2402.09353 • Published • 33 -
MobileLLM: Optimizing Sub-billion Parameter Language Models for On-Device Use Cases
Paper • 2402.14905 • Published • 134 -
Resonance RoPE: Improving Context Length Generalization of Large Language Models
Paper • 2403.00071 • Published • 21 -
AtP*: An efficient and scalable method for localizing LLM behaviour to components
Paper • 2403.00745 • Published • 9
Collection by Feb 20, 2024
Collection by Nov 30, 2024
Collection by Feb 20, 2024
Collection by Sep 11, 2024
-
Speculative Streaming: Fast LLM Inference without Auxiliary Models
Paper • 2402.11131 • Published • 42 -
Generative Representational Instruction Tuning
Paper • 2402.09906 • Published • 53 -
Chain-of-Thought Reasoning Without Prompting
Paper • 2402.10200 • Published • 109 -
BitDelta: Your Fine-Tune May Only Be Worth One Bit
Paper • 2402.10193 • Published • 20
Collection by Feb 20, 2024
Collection by Feb 20, 2024
-
Attention Is All You Need
Paper • 1706.03762 • Published • 148 -
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding
Paper • 1810.04805 • Published • 32 -
Universal Language Model Fine-tuning for Text Classification
Paper • 1801.06146 • Published • 8 -
Language Models are Few-Shot Learners
Paper • 2005.14165 • Published • 20