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Collections including paper arXiv:2401.02954

LLM Tech Report

Qwen2.5 Technical Report

Paper • 2412.15115 • Published Dec 19, 2024 • 376
Qwen2.5-Coder Technical Report

Paper • 2409.12186 • Published Sep 18, 2024 • 150
Qwen2.5-Math Technical Report: Toward Mathematical Expert Model via Self-Improvement

Paper • 2409.12122 • Published Sep 18, 2024 • 4
Qwen2.5-VL Technical Report

Paper • 2502.13923 • Published Feb 19 • 208

DeepSeek LLM series

deepseek-ai/deepseek-llm-67b-chat

Text Generation • Updated Nov 29, 2023 • 1.45k • 204
deepseek-ai/deepseek-llm-7b-chat

Text Generation • Updated Nov 29, 2023 • 90.4k • 206
deepseek-ai/deepseek-llm-67b-base

Text Generation • Updated Nov 30, 2023 • 9.02k • 127
deepseek-ai/deepseek-llm-7b-base

Text Generation • Updated Nov 30, 2023 • 15.2k • 127

Technical Report

Yi: Open Foundation Models by 01.AI

Paper • 2403.04652 • Published Mar 7, 2024 • 65
DeepSeek LLM: Scaling Open-Source Language Models with Longtermism

Paper • 2401.02954 • Published Jan 5, 2024 • 48
Qwen Technical Report

Paper • 2309.16609 • Published Sep 28, 2023 • 37
Gemma: Open Models Based on Gemini Research and Technology

Paper • 2403.08295 • Published Mar 13, 2024 • 50

Open source LLM

DeepSeek LLM: Scaling Open-Source Language Models with Longtermism

Paper • 2401.02954 • Published Jan 5, 2024 • 48

DeepSeek LLM: Scaling Open-Source Language Models with Longtermism

Paper • 2401.02954 • Published Jan 5, 2024 • 48
Qwen Technical Report

Paper • 2309.16609 • Published Sep 28, 2023 • 37
GPT-4 Technical Report

Paper • 2303.08774 • Published Mar 15, 2023 • 7
Gemini: A Family of Highly Capable Multimodal Models

Paper • 2312.11805 • Published Dec 19, 2023 • 47

Attention Is All You Need

Paper • 1706.03762 • Published Jun 12, 2017 • 96
LoRA Learns Less and Forgets Less

Paper • 2405.09673 • Published May 15, 2024 • 89
DeepSeek LLM: Scaling Open-Source Language Models with Longtermism

Paper • 2401.02954 • Published Jan 5, 2024 • 48
RAFT: Adapting Language Model to Domain Specific RAG

Paper • 2403.10131 • Published Mar 15, 2024 • 72

(Continued) Pretraining

Adapting Large Language Models via Reading Comprehension

Paper • 2309.09530 • Published Sep 18, 2023 • 81
Gemma: Open Models Based on Gemini Research and Technology

Paper • 2403.08295 • Published Mar 13, 2024 • 50
Simple and Scalable Strategies to Continually Pre-train Large Language Models

Paper • 2403.08763 • Published Mar 13, 2024 • 51
DeepSeek LLM: Scaling Open-Source Language Models with Longtermism

Paper • 2401.02954 • Published Jan 5, 2024 • 48

Efficient Training

Rethinking Optimization and Architecture for Tiny Language Models

Paper • 2402.02791 • Published Feb 5, 2024 • 13
Specialized Language Models with Cheap Inference from Limited Domain Data

Paper • 2402.01093 • Published Feb 2, 2024 • 47
Scavenging Hyena: Distilling Transformers into Long Convolution Models

Paper • 2401.17574 • Published Jan 31, 2024 • 17
Understanding LLMs: A Comprehensive Overview from Training to Inference

Paper • 2401.02038 • Published Jan 4, 2024 • 65

DeepSeek LLM: Scaling Open-Source Language Models with Longtermism

Paper • 2401.02954 • Published Jan 5, 2024 • 48
Perspectives on the State and Future of Deep Learning - 2023

Paper • 2312.09323 • Published Dec 7, 2023 • 8
Grokked Transformers are Implicit Reasoners: A Mechanistic Journey to the Edge of Generalization

Paper • 2405.15071 • Published May 23, 2024 • 41
Sibyl: Simple yet Effective Agent Framework for Complex Real-world Reasoning

Paper • 2407.10718 • Published Jul 15, 2024 • 19

DocLLM: A layout-aware generative language model for multimodal document understanding

Paper • 2401.00908 • Published Dec 31, 2023 • 189
Learning Vision from Models Rivals Learning Vision from Data

Paper • 2312.17742 • Published Dec 28, 2023 • 16
PanGu-π: Enhancing Language Model Architectures via Nonlinearity Compensation

Paper • 2312.17276 • Published Dec 27, 2023 • 16
Infinite-LLM: Efficient LLM Service for Long Context with DistAttention and Distributed KVCache

Paper • 2401.02669 • Published Jan 5, 2024 • 16

LLM Tech Report

Qwen2.5 Technical Report

Paper • 2412.15115 • Published Dec 19, 2024 • 376
Qwen2.5-Coder Technical Report

Paper • 2409.12186 • Published Sep 18, 2024 • 150
Qwen2.5-Math Technical Report: Toward Mathematical Expert Model via Self-Improvement

Paper • 2409.12122 • Published Sep 18, 2024 • 4
Qwen2.5-VL Technical Report

Paper • 2502.13923 • Published Feb 19 • 208

Attention Is All You Need

Paper • 1706.03762 • Published Jun 12, 2017 • 96
LoRA Learns Less and Forgets Less

Paper • 2405.09673 • Published May 15, 2024 • 89
DeepSeek LLM: Scaling Open-Source Language Models with Longtermism

Paper • 2401.02954 • Published Jan 5, 2024 • 48
RAFT: Adapting Language Model to Domain Specific RAG

Paper • 2403.10131 • Published Mar 15, 2024 • 72

DeepSeek LLM series

deepseek-ai/deepseek-llm-67b-chat

Text Generation • Updated Nov 29, 2023 • 1.45k • 204
deepseek-ai/deepseek-llm-7b-chat

Text Generation • Updated Nov 29, 2023 • 90.4k • 206
deepseek-ai/deepseek-llm-67b-base

Text Generation • Updated Nov 30, 2023 • 9.02k • 127
deepseek-ai/deepseek-llm-7b-base

Text Generation • Updated Nov 30, 2023 • 15.2k • 127

(Continued) Pretraining

Adapting Large Language Models via Reading Comprehension

Paper • 2309.09530 • Published Sep 18, 2023 • 81
Gemma: Open Models Based on Gemini Research and Technology

Paper • 2403.08295 • Published Mar 13, 2024 • 50
Simple and Scalable Strategies to Continually Pre-train Large Language Models

Paper • 2403.08763 • Published Mar 13, 2024 • 51
DeepSeek LLM: Scaling Open-Source Language Models with Longtermism

Paper • 2401.02954 • Published Jan 5, 2024 • 48

Technical Report

Yi: Open Foundation Models by 01.AI

Paper • 2403.04652 • Published Mar 7, 2024 • 65
DeepSeek LLM: Scaling Open-Source Language Models with Longtermism

Paper • 2401.02954 • Published Jan 5, 2024 • 48
Qwen Technical Report

Paper • 2309.16609 • Published Sep 28, 2023 • 37
Gemma: Open Models Based on Gemini Research and Technology

Paper • 2403.08295 • Published Mar 13, 2024 • 50

Efficient Training

Rethinking Optimization and Architecture for Tiny Language Models

Paper • 2402.02791 • Published Feb 5, 2024 • 13
Specialized Language Models with Cheap Inference from Limited Domain Data

Paper • 2402.01093 • Published Feb 2, 2024 • 47
Scavenging Hyena: Distilling Transformers into Long Convolution Models

Paper • 2401.17574 • Published Jan 31, 2024 • 17
Understanding LLMs: A Comprehensive Overview from Training to Inference

Paper • 2401.02038 • Published Jan 4, 2024 • 65

Open source LLM

DeepSeek LLM: Scaling Open-Source Language Models with Longtermism

Paper • 2401.02954 • Published Jan 5, 2024 • 48

DeepSeek LLM: Scaling Open-Source Language Models with Longtermism

Paper • 2401.02954 • Published Jan 5, 2024 • 48
Perspectives on the State and Future of Deep Learning - 2023

Paper • 2312.09323 • Published Dec 7, 2023 • 8
Grokked Transformers are Implicit Reasoners: A Mechanistic Journey to the Edge of Generalization

Paper • 2405.15071 • Published May 23, 2024 • 41
Sibyl: Simple yet Effective Agent Framework for Complex Real-world Reasoning

Paper • 2407.10718 • Published Jul 15, 2024 • 19

DeepSeek LLM: Scaling Open-Source Language Models with Longtermism

Paper • 2401.02954 • Published Jan 5, 2024 • 48
Qwen Technical Report

Paper • 2309.16609 • Published Sep 28, 2023 • 37
GPT-4 Technical Report

Paper • 2303.08774 • Published Mar 15, 2023 • 7
Gemini: A Family of Highly Capable Multimodal Models

Paper • 2312.11805 • Published Dec 19, 2023 • 47

DocLLM: A layout-aware generative language model for multimodal document understanding

Paper • 2401.00908 • Published Dec 31, 2023 • 189
Learning Vision from Models Rivals Learning Vision from Data

Paper • 2312.17742 • Published Dec 28, 2023 • 16
PanGu-π: Enhancing Language Model Architectures via Nonlinearity Compensation

Paper • 2312.17276 • Published Dec 27, 2023 • 16
Infinite-LLM: Efficient LLM Service for Long Context with DistAttention and Distributed KVCache

Paper • 2401.02669 • Published Jan 5, 2024 • 16

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