Collection by 
Jan 6, 2024
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Discover the best community collections!
Collections including paper arxiv:2401.02412
Collection by 
Jan 13, 2024
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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 • 191 -
LLaMA Beyond English: An Empirical Study on Language Capability Transfer
Paper • 2401.01055 • Published • 54 -
LLM Maybe LongLM: Self-Extend LLM Context Window Without Tuning
Paper • 2401.01325 • Published • 27
Collection by 
Feb 19, 2024
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S-LoRA: Serving Thousands of Concurrent LoRA Adapters
Paper • 2311.03285 • Published • 30 -
Tailoring Self-Rationalizers with Multi-Reward Distillation
Paper • 2311.02805 • Published • 6 -
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
Collection by 
May 7, 2025
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DeepSpeed Ulysses: System Optimizations for Enabling Training of Extreme Long Sequence Transformer Models
Paper • 2309.14509 • Published • 22 -
LLM Augmented LLMs: Expanding Capabilities through Composition
Paper • 2401.02412 • Published • 38 -
DeepSeekMoE: Towards Ultimate Expert Specialization in Mixture-of-Experts Language Models
Paper • 2401.06066 • Published • 61 -
Tuning Language Models by Proxy
Paper • 2401.08565 • Published • 22
Collection by 
Jan 7, 2024
Collection by 
Jul 21, 2024
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Self-Rewarding Language Models
Paper • 2401.10020 • Published • 153 -
BitNet: Scaling 1-bit Transformers for Large Language Models
Paper • 2310.11453 • Published • 107 -
ReFT: Representation Finetuning for Language Models
Paper • 2404.03592 • Published • 101 -
LLM in a flash: Efficient Large Language Model Inference with Limited Memory
Paper • 2312.11514 • Published • 264
Collection by 
Mar 2
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PaLI-3 Vision Language Models: Smaller, Faster, Stronger
Paper • 2310.09199 • Published • 28 -
A Zero-Shot Language Agent for Computer Control with Structured Reflection
Paper • 2310.08740 • Published • 15 -
Personality Traits in Large Language Models
Paper • 2307.00184 • Published • 21 -
An Emulator for Fine-Tuning Large Language Models using Small Language Models
Paper • 2310.12962 • Published • 13
Collection by 
Jan 12, 2024
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Clinical Text Summarization: Adapting Large Language Models Can Outperform Human Experts
Paper • 2309.07430 • Published • 28 -
MindAgent: Emergent Gaming Interaction
Paper • 2309.09971 • Published • 12 -
Cure the headache of Transformers via Collinear Constrained Attention
Paper • 2309.08646 • Published • 14 -
Contrastive Decoding Improves Reasoning in Large Language Models
Paper • 2309.09117 • Published • 40
Collection by Jan 6, 2024
Collection by Jan 7, 2024
Collection by Jan 13, 2024
-
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 • 191 -
LLaMA Beyond English: An Empirical Study on Language Capability Transfer
Paper • 2401.01055 • Published • 54 -
LLM Maybe LongLM: Self-Extend LLM Context Window Without Tuning
Paper • 2401.01325 • Published • 27
Collection by Jul 21, 2024
-
Self-Rewarding Language Models
Paper • 2401.10020 • Published • 153 -
BitNet: Scaling 1-bit Transformers for Large Language Models
Paper • 2310.11453 • Published • 107 -
ReFT: Representation Finetuning for Language Models
Paper • 2404.03592 • Published • 101 -
LLM in a flash: Efficient Large Language Model Inference with Limited Memory
Paper • 2312.11514 • Published • 264
Collection by Feb 19, 2024
-
S-LoRA: Serving Thousands of Concurrent LoRA Adapters
Paper • 2311.03285 • Published • 30 -
Tailoring Self-Rationalizers with Multi-Reward Distillation
Paper • 2311.02805 • Published • 6 -
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
Collection by Mar 2
-
PaLI-3 Vision Language Models: Smaller, Faster, Stronger
Paper • 2310.09199 • Published • 28 -
A Zero-Shot Language Agent for Computer Control with Structured Reflection
Paper • 2310.08740 • Published • 15 -
Personality Traits in Large Language Models
Paper • 2307.00184 • Published • 21 -
An Emulator for Fine-Tuning Large Language Models using Small Language Models
Paper • 2310.12962 • Published • 13
Collection by May 7, 2025
-
DeepSpeed Ulysses: System Optimizations for Enabling Training of Extreme Long Sequence Transformer Models
Paper • 2309.14509 • Published • 22 -
LLM Augmented LLMs: Expanding Capabilities through Composition
Paper • 2401.02412 • Published • 38 -
DeepSeekMoE: Towards Ultimate Expert Specialization in Mixture-of-Experts Language Models
Paper • 2401.06066 • Published • 61 -
Tuning Language Models by Proxy
Paper • 2401.08565 • Published • 22
Collection by Jan 12, 2024
-
Clinical Text Summarization: Adapting Large Language Models Can Outperform Human Experts
Paper • 2309.07430 • Published • 28 -
MindAgent: Emergent Gaming Interaction
Paper • 2309.09971 • Published • 12 -
Cure the headache of Transformers via Collinear Constrained Attention
Paper • 2309.08646 • Published • 14 -
Contrastive Decoding Improves Reasoning in Large Language Models
Paper • 2309.09117 • Published • 40