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Battle of the Backbones: A Large-Scale Comparison of Pretrained Models across Computer Vision Tasks
Paper • 2310.19909 • Published • 21 -
Memory Augmented Language Models through Mixture of Word Experts
Paper • 2311.10768 • Published • 19 -
FlashDecoding++: Faster Large Language Model Inference on GPUs
Paper • 2311.01282 • Published • 37 -
Prompt Cache: Modular Attention Reuse for Low-Latency Inference
Paper • 2311.04934 • Published • 34
Collections
Discover the best community collections!
Collections including paper arxiv:2401.06102
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Latent Reasoning in LLMs as a Vocabulary-Space Superposition
Paper • 2510.15522 • Published • 1 -
Language Models are Injective and Hence Invertible
Paper • 2510.15511 • Published • 68 -
Eliciting Secret Knowledge from Language Models
Paper • 2510.01070 • Published • 4 -
Interpreting Language Models Through Concept Descriptions: A Survey
Paper • 2510.01048 • Published • 2
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The LLM Surgeon
Paper • 2312.17244 • Published • 9 -
TrustLLM: Trustworthiness in Large Language Models
Paper • 2401.05561 • Published • 69 -
Patchscope: A Unifying Framework for Inspecting Hidden Representations of Language Models
Paper • 2401.06102 • Published • 22 -
Model Surgery: Modulating LLM's Behavior Via Simple Parameter Editing
Paper • 2407.08770 • Published • 21
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AtP*: An efficient and scalable method for localizing LLM behaviour to components
Paper • 2403.00745 • Published • 14 -
The Era of 1-bit LLMs: All Large Language Models are in 1.58 Bits
Paper • 2402.17764 • Published • 627 -
MobiLlama: Towards Accurate and Lightweight Fully Transparent GPT
Paper • 2402.16840 • Published • 26 -
LongRoPE: Extending LLM Context Window Beyond 2 Million Tokens
Paper • 2402.13753 • Published • 116
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Understanding LLMs: A Comprehensive Overview from Training to Inference
Paper • 2401.02038 • Published • 65 -
DocLLM: A layout-aware generative language model for multimodal document understanding
Paper • 2401.00908 • Published • 190 -
LLaMA Beyond English: An Empirical Study on Language Capability Transfer
Paper • 2401.01055 • Published • 55 -
LLM Maybe LongLM: Self-Extend LLM Context Window Without Tuning
Paper • 2401.01325 • Published • 27
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S-LoRA: Serving Thousands of Concurrent LoRA Adapters
Paper • 2311.03285 • Published • 32 -
Tailoring Self-Rationalizers with Multi-Reward Distillation
Paper • 2311.02805 • Published • 7 -
Ultra-Long Sequence Distributed Transformer
Paper • 2311.02382 • Published • 6 -
OpenChat: Advancing Open-source Language Models with Mixed-Quality Data
Paper • 2309.11235 • Published • 15
-
Battle of the Backbones: A Large-Scale Comparison of Pretrained Models across Computer Vision Tasks
Paper • 2310.19909 • Published • 21 -
Memory Augmented Language Models through Mixture of Word Experts
Paper • 2311.10768 • Published • 19 -
FlashDecoding++: Faster Large Language Model Inference on GPUs
Paper • 2311.01282 • Published • 37 -
Prompt Cache: Modular Attention Reuse for Low-Latency Inference
Paper • 2311.04934 • Published • 34
-
AtP*: An efficient and scalable method for localizing LLM behaviour to components
Paper • 2403.00745 • Published • 14 -
The Era of 1-bit LLMs: All Large Language Models are in 1.58 Bits
Paper • 2402.17764 • Published • 627 -
MobiLlama: Towards Accurate and Lightweight Fully Transparent GPT
Paper • 2402.16840 • Published • 26 -
LongRoPE: Extending LLM Context Window Beyond 2 Million Tokens
Paper • 2402.13753 • Published • 116
-
Latent Reasoning in LLMs as a Vocabulary-Space Superposition
Paper • 2510.15522 • Published • 1 -
Language Models are Injective and Hence Invertible
Paper • 2510.15511 • Published • 68 -
Eliciting Secret Knowledge from Language Models
Paper • 2510.01070 • Published • 4 -
Interpreting Language Models Through Concept Descriptions: A Survey
Paper • 2510.01048 • Published • 2
-
Understanding LLMs: A Comprehensive Overview from Training to Inference
Paper • 2401.02038 • Published • 65 -
DocLLM: A layout-aware generative language model for multimodal document understanding
Paper • 2401.00908 • Published • 190 -
LLaMA Beyond English: An Empirical Study on Language Capability Transfer
Paper • 2401.01055 • Published • 55 -
LLM Maybe LongLM: Self-Extend LLM Context Window Without Tuning
Paper • 2401.01325 • Published • 27
-
The LLM Surgeon
Paper • 2312.17244 • Published • 9 -
TrustLLM: Trustworthiness in Large Language Models
Paper • 2401.05561 • Published • 69 -
Patchscope: A Unifying Framework for Inspecting Hidden Representations of Language Models
Paper • 2401.06102 • Published • 22 -
Model Surgery: Modulating LLM's Behavior Via Simple Parameter Editing
Paper • 2407.08770 • Published • 21
-
S-LoRA: Serving Thousands of Concurrent LoRA Adapters
Paper • 2311.03285 • Published • 32 -
Tailoring Self-Rationalizers with Multi-Reward Distillation
Paper • 2311.02805 • Published • 7 -
Ultra-Long Sequence Distributed Transformer
Paper • 2311.02382 • Published • 6 -
OpenChat: Advancing Open-source Language Models with Mixed-Quality Data
Paper • 2309.11235 • Published • 15