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Collections including paper arxiv:2505.09388

Qwen/Qwen3-235B-A22B-Thinking-2507-FP8

Text Generation • 235B • Updated Jul 30, 2025 • 42.6k • 98
Qwen/Qwen3-235B-A22B-Thinking-2507

Text Generation • 235B • Updated Aug 17, 2025 • 12.1k • • 419
Qwen/Qwen3-235B-A22B-Instruct-2507-FP8

Text Generation • 235B • Updated Sep 17, 2025 • 157k • 162
Qwen/Qwen3-235B-A22B-Instruct-2507

Text Generation • 235B • Updated Sep 17, 2025 • 127k • • 814

Self-Rewarding Language Models

Paper • 2401.10020 • Published Jan 18, 2024 • 156
Orion-14B: Open-source Multilingual Large Language Models

Paper • 2401.12246 • Published Jan 20, 2024 • 14
MambaByte: Token-free Selective State Space Model

Paper • 2401.13660 • Published Jan 24, 2024 • 59
MM-LLMs: Recent Advances in MultiModal Large Language Models

Paper • 2401.13601 • Published Jan 24, 2024 • 48

Language Models are Few-Shot Learners

Paper • 2005.14165 • Published May 28, 2020 • 21
Evaluating Large Language Models Trained on Code

Paper • 2107.03374 • Published Jul 7, 2021 • 12
Training language models to follow instructions with human feedback

Paper • 2203.02155 • Published Mar 4, 2022 • 26
GPT-4 Technical Report

Paper • 2303.08774 • Published Mar 15, 2023 • 7

Dynamic Large Concept Models: Latent Reasoning in an Adaptive Semantic Space

Paper • 2512.24617 • Published Dec 31, 2025 • 67
Recursive Language Models

Paper • 2512.24601 • Published Dec 31, 2025 • 100
Nested Learning: The Illusion of Deep Learning Architectures

Paper • 2512.24695 • Published Dec 31, 2025 • 48
DeepSeek-V3.2: Pushing the Frontier of Open Large Language Models

Paper • 2512.02556 • Published Dec 2, 2025 • 275

LLM Tech Reports

Qwen3 Technical Report

Paper • 2505.09388 • Published May 14, 2025 • 353
Kimi k1.5: Scaling Reinforcement Learning with LLMs

Paper • 2501.12599 • Published Jan 22, 2025 • 130
Training language models to follow instructions with human feedback

Paper • 2203.02155 • Published Mar 4, 2022 • 26

Technical Reports

Qwen3 Technical Report

Paper • 2505.09388 • Published May 14, 2025 • 353

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 • 39
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 • 4

Foundational & Modern AI Research (Curated)

A curated selection of foundational and modern AI research papers that meaningfully influence how real-world AI systems are designed, evaluated, and g

Attention Is All You Need

Paper • 1706.03762 • Published Jun 12, 2017 • 148
Scaling Laws for Neural Language Models

Paper • 2001.08361 • Published Jan 23, 2020 • 12
Training Compute-Optimal Large Language Models

Paper • 2203.15556 • Published Mar 29, 2022 • 13
Analogy Generation by Prompting Large Language Models: A Case Study of InstructGPT

Paper • 2210.04186 • Published Oct 9, 2022

xsh-tech-report

Qwen3 Technical Report

Paper • 2505.09388 • Published May 14, 2025 • 353

LLM Technical Report

Qwen3 Technical Report

Paper • 2505.09388 • Published May 14, 2025 • 353

Qwen/Qwen3-235B-A22B-Thinking-2507-FP8

Text Generation • 235B • Updated Jul 30, 2025 • 42.6k • 98
Qwen/Qwen3-235B-A22B-Thinking-2507

Text Generation • 235B • Updated Aug 17, 2025 • 12.1k • • 419
Qwen/Qwen3-235B-A22B-Instruct-2507-FP8

Text Generation • 235B • Updated Sep 17, 2025 • 157k • 162
Qwen/Qwen3-235B-A22B-Instruct-2507

Text Generation • 235B • Updated Sep 17, 2025 • 127k • • 814

Technical Reports

Qwen3 Technical Report

Paper • 2505.09388 • Published May 14, 2025 • 353

Self-Rewarding Language Models

Paper • 2401.10020 • Published Jan 18, 2024 • 156
Orion-14B: Open-source Multilingual Large Language Models

Paper • 2401.12246 • Published Jan 20, 2024 • 14
MambaByte: Token-free Selective State Space Model

Paper • 2401.13660 • Published Jan 24, 2024 • 59
MM-LLMs: Recent Advances in MultiModal Large Language Models

Paper • 2401.13601 • Published Jan 24, 2024 • 48

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 • 39
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 • 4

Language Models are Few-Shot Learners

Paper • 2005.14165 • Published May 28, 2020 • 21
Evaluating Large Language Models Trained on Code

Paper • 2107.03374 • Published Jul 7, 2021 • 12
Training language models to follow instructions with human feedback

Paper • 2203.02155 • Published Mar 4, 2022 • 26
GPT-4 Technical Report

Paper • 2303.08774 • Published Mar 15, 2023 • 7

Foundational & Modern AI Research (Curated)

A curated selection of foundational and modern AI research papers that meaningfully influence how real-world AI systems are designed, evaluated, and g

Attention Is All You Need

Paper • 1706.03762 • Published Jun 12, 2017 • 148
Scaling Laws for Neural Language Models

Paper • 2001.08361 • Published Jan 23, 2020 • 12
Training Compute-Optimal Large Language Models

Paper • 2203.15556 • Published Mar 29, 2022 • 13
Analogy Generation by Prompting Large Language Models: A Case Study of InstructGPT

Paper • 2210.04186 • Published Oct 9, 2022

Dynamic Large Concept Models: Latent Reasoning in an Adaptive Semantic Space

Paper • 2512.24617 • Published Dec 31, 2025 • 67
Recursive Language Models

Paper • 2512.24601 • Published Dec 31, 2025 • 100
Nested Learning: The Illusion of Deep Learning Architectures

Paper • 2512.24695 • Published Dec 31, 2025 • 48
DeepSeek-V3.2: Pushing the Frontier of Open Large Language Models

Paper • 2512.02556 • Published Dec 2, 2025 • 275

xsh-tech-report

Qwen3 Technical Report

Paper • 2505.09388 • Published May 14, 2025 • 353

LLM Tech Reports

Qwen3 Technical Report

Paper • 2505.09388 • Published May 14, 2025 • 353
Kimi k1.5: Scaling Reinforcement Learning with LLMs

Paper • 2501.12599 • Published Jan 22, 2025 • 130
Training language models to follow instructions with human feedback

Paper • 2203.02155 • Published Mar 4, 2022 • 26

LLM Technical Report

Qwen3 Technical Report

Paper • 2505.09388 • Published May 14, 2025 • 353

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