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Collections including paper arxiv:2412.19437

Deepseek Papers

Deepseek papers collection

DreamCraft3D: Hierarchical 3D Generation with Bootstrapped Diffusion Prior

Paper • 2310.16818 • Published Oct 25, 2023 • 33
DeepSeek LLM: Scaling Open-Source Language Models with Longtermism

Paper • 2401.02954 • Published Jan 5, 2024 • 56
DeepSeekMoE: Towards Ultimate Expert Specialization in Mixture-of-Experts Language Models

Paper • 2401.06066 • Published Jan 11, 2024 • 63
DeepSeek-Coder: When the Large Language Model Meets Programming -- The Rise of Code Intelligence

Paper • 2401.14196 • Published Jan 25, 2024 • 74

Papers reimplemented

List of research papers, architectures, and techniques reimplemented in LLM-quest or Hugging Face's TRL. Missing: Qwen3.5, Qwen3-Next, GPT-2

VESPO: Variational Sequence-Level Soft Policy Optimization for Stable Off-Policy LLM Training

Paper • 2602.10693 • Published Feb 11 • 222
Reinforced Attention Learning

Paper • 2602.04884 • Published Feb 4 • 30
Learning to Reason in 13 Parameters

Paper • 2602.04118 • Published Feb 4 • 6
LoRA-XS: Low-Rank Adaptation with Extremely Small Number of Parameters

Paper • 2405.17604 • Published May 27, 2024 • 3

DreamCraft3D: Hierarchical 3D Generation with Bootstrapped Diffusion Prior

Paper • 2310.16818 • Published Oct 25, 2023 • 33
DeepSeek LLM: Scaling Open-Source Language Models with Longtermism

Paper • 2401.02954 • Published Jan 5, 2024 • 56
DeepSeekMoE: Towards Ultimate Expert Specialization in Mixture-of-Experts Language Models

Paper • 2401.06066 • Published Jan 11, 2024 • 63
DeepSeek-Coder: When the Large Language Model Meets Programming -- The Rise of Code Intelligence

Paper • 2401.14196 • Published Jan 25, 2024 • 74

Reinforcement Pre-Training

Paper • 2506.08007 • Published Jun 9, 2025 • 265
A Survey on Latent Reasoning

Paper • 2507.06203 • Published Jul 8, 2025 • 95
Language Models are Few-Shot Learners

Paper • 2005.14165 • Published May 28, 2020 • 20
Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer

Paper • 1910.10683 • Published Oct 23, 2019 • 20

nari-labs/Dia-1.6B

Text-to-Speech • 2B • Updated Jun 1, 2025 • 19.6k • • 2.9k
meta-llama/Llama-4-Scout-17B-16E-Instruct

Image-Text-to-Text • 109B • Updated May 22, 2025 • 499k • • 1.33k
HiDream-ai/HiDream-I1-Full

Text-to-Image • 17B • Updated Jul 17, 2025 • 9.25k • • 997
microsoft/bitnet-b1.58-2B-4T

Text Generation • 0.8B • Updated Dec 17, 2025 • 14.6k • 1.49k

DeepSeek LLM: Scaling Open-Source Language Models with Longtermism

Paper • 2401.02954 • Published Jan 5, 2024 • 56
DeepSeekMoE: Towards Ultimate Expert Specialization in Mixture-of-Experts Language Models

Paper • 2401.06066 • Published Jan 11, 2024 • 63
DeepSeek-Coder: When the Large Language Model Meets Programming -- The Rise of Code Intelligence

Paper • 2401.14196 • Published Jan 25, 2024 • 74
DeepSeek-V2: A Strong, Economical, and Efficient Mixture-of-Experts Language Model

Paper • 2405.04434 • Published May 7, 2024 • 28

Language Models are Few-Shot Learners

Paper • 2005.14165 • Published May 28, 2020 • 20
Evaluating Large Language Models Trained on Code

Paper • 2107.03374 • Published Jul 7, 2021 • 11
Training language models to follow instructions with human feedback

Paper • 2203.02155 • Published Mar 4, 2022 • 25
GPT-4 Technical Report

Paper • 2303.08774 • Published Mar 15, 2023 • 7

Qwen3 Technical Report

Paper • 2505.09388 • Published May 14, 2025 • 343
Qwen/Qwen3-14B-GGUF

Text Generation • 15B • Updated May 9, 2025 • 110k • 117
Qwen/Qwen3-8B-GGUF

Text Generation • 8B • Updated May 21, 2025 • 236k • 240
Qwen/Qwen3-4B-GGUF

Text Generation • 4B • Updated May 21, 2025 • 280k • 135

DeepSeek-V3 Technical Report

Paper • 2412.19437 • Published Dec 27, 2024 • 88

Report Generation

DeepSeek-V3 Technical Report

Paper • 2412.19437 • Published Dec 27, 2024 • 88

Deepseek Papers

Deepseek papers collection

DreamCraft3D: Hierarchical 3D Generation with Bootstrapped Diffusion Prior

Paper • 2310.16818 • Published Oct 25, 2023 • 33
DeepSeek LLM: Scaling Open-Source Language Models with Longtermism

Paper • 2401.02954 • Published Jan 5, 2024 • 56
DeepSeekMoE: Towards Ultimate Expert Specialization in Mixture-of-Experts Language Models

Paper • 2401.06066 • Published Jan 11, 2024 • 63
DeepSeek-Coder: When the Large Language Model Meets Programming -- The Rise of Code Intelligence

Paper • 2401.14196 • Published Jan 25, 2024 • 74

DeepSeek LLM: Scaling Open-Source Language Models with Longtermism

Paper • 2401.02954 • Published Jan 5, 2024 • 56
DeepSeekMoE: Towards Ultimate Expert Specialization in Mixture-of-Experts Language Models

Paper • 2401.06066 • Published Jan 11, 2024 • 63
DeepSeek-Coder: When the Large Language Model Meets Programming -- The Rise of Code Intelligence

Paper • 2401.14196 • Published Jan 25, 2024 • 74
DeepSeek-V2: A Strong, Economical, and Efficient Mixture-of-Experts Language Model

Paper • 2405.04434 • Published May 7, 2024 • 28

Papers reimplemented

List of research papers, architectures, and techniques reimplemented in LLM-quest or Hugging Face's TRL. Missing: Qwen3.5, Qwen3-Next, GPT-2

VESPO: Variational Sequence-Level Soft Policy Optimization for Stable Off-Policy LLM Training

Paper • 2602.10693 • Published Feb 11 • 222
Reinforced Attention Learning

Paper • 2602.04884 • Published Feb 4 • 30
Learning to Reason in 13 Parameters

Paper • 2602.04118 • Published Feb 4 • 6
LoRA-XS: Low-Rank Adaptation with Extremely Small Number of Parameters

Paper • 2405.17604 • Published May 27, 2024 • 3

Language Models are Few-Shot Learners

Paper • 2005.14165 • Published May 28, 2020 • 20
Evaluating Large Language Models Trained on Code

Paper • 2107.03374 • Published Jul 7, 2021 • 11
Training language models to follow instructions with human feedback

Paper • 2203.02155 • Published Mar 4, 2022 • 25
GPT-4 Technical Report

Paper • 2303.08774 • Published Mar 15, 2023 • 7

DreamCraft3D: Hierarchical 3D Generation with Bootstrapped Diffusion Prior

Paper • 2310.16818 • Published Oct 25, 2023 • 33
DeepSeek LLM: Scaling Open-Source Language Models with Longtermism

Paper • 2401.02954 • Published Jan 5, 2024 • 56
DeepSeekMoE: Towards Ultimate Expert Specialization in Mixture-of-Experts Language Models

Paper • 2401.06066 • Published Jan 11, 2024 • 63
DeepSeek-Coder: When the Large Language Model Meets Programming -- The Rise of Code Intelligence

Paper • 2401.14196 • Published Jan 25, 2024 • 74

Qwen3 Technical Report

Paper • 2505.09388 • Published May 14, 2025 • 343
Qwen/Qwen3-14B-GGUF

Text Generation • 15B • Updated May 9, 2025 • 110k • 117
Qwen/Qwen3-8B-GGUF

Text Generation • 8B • Updated May 21, 2025 • 236k • 240
Qwen/Qwen3-4B-GGUF

Text Generation • 4B • Updated May 21, 2025 • 280k • 135

Reinforcement Pre-Training

Paper • 2506.08007 • Published Jun 9, 2025 • 265
A Survey on Latent Reasoning

Paper • 2507.06203 • Published Jul 8, 2025 • 95
Language Models are Few-Shot Learners

Paper • 2005.14165 • Published May 28, 2020 • 20
Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer

Paper • 1910.10683 • Published Oct 23, 2019 • 20

DeepSeek-V3 Technical Report

Paper • 2412.19437 • Published Dec 27, 2024 • 88

nari-labs/Dia-1.6B

Text-to-Speech • 2B • Updated Jun 1, 2025 • 19.6k • • 2.9k
meta-llama/Llama-4-Scout-17B-16E-Instruct

Image-Text-to-Text • 109B • Updated May 22, 2025 • 499k • • 1.33k
HiDream-ai/HiDream-I1-Full

Text-to-Image • 17B • Updated Jul 17, 2025 • 9.25k • • 997
microsoft/bitnet-b1.58-2B-4T

Text Generation • 0.8B • Updated Dec 17, 2025 • 14.6k • 1.49k

Report Generation

DeepSeek-V3 Technical Report

Paper • 2412.19437 • Published Dec 27, 2024 • 88

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