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Collections including paper arxiv:2005.14165

Understanding LLMs

Kimi K3: Open Frontier Intelligence

Paper • 2607.24653 • Published 14 days ago • 486
Efficient Memory Management for Large Language Model Serving with PagedAttention

Paper • 2309.06180 • Published Sep 12, 2023 • 65
Language Models are Few-Shot Learners

Paper • 2005.14165 • Published May 28, 2020 • 20
Attention Is All You Need

Paper • 1706.03762 • Published Jun 12, 2017 • 136

Sequence to Sequence Learning with Neural Networks

Paper • 1409.3215 • Published Sep 10, 2014 • 5
Language Models are Few-Shot Learners

Paper • 2005.14165 • Published May 28, 2020 • 20

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

LLM Reasoning & Planning Techniques

CoT, ToT, GoT, ReAct, ReWOO prompting techniques for LLM reasoning with implementation guidance and benchmarks.

deepseek-ai/DeepSeek-R1

Text Generation • 685B • Updated Mar 27, 2025 • 8.69M • • 13.6k
Qwen/Qwen2.5-Coder-32B-Instruct

Text Generation • 33B • Updated Jan 12, 2025 • 1.13M • • 2.1k
google/gemma-2-27b-it

Text Generation • 27B • Updated Aug 27, 2024 • 114k • • 568
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models

Paper • 2201.11903 • Published Jan 28, 2022 • 15

paper digestion

Language Models are Few-Shot Learners

Paper • 2005.14165 • Published May 28, 2020 • 20
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding

Paper • 1810.04805 • Published Oct 11, 2018 • 32
Attention Is All You Need

Paper • 1706.03762 • Published Jun 12, 2017 • 136
Lookahead Anchoring: Preserving Character Identity in Audio-Driven Human Animation

Paper • 2510.23581 • Published Oct 27, 2025 • 42

250 Years of America, 250 Open AI Milestones

For the 250th birthday of the USA: the 250 most important American open models, datasets, papers and Spaces, ranked from #1 down. Happy 4th of July!

Attention Is All You Need

Paper • 1706.03762 • Published Jun 12, 2017 • 136
PyTorch: An Imperative Style, High-Performance Deep Learning Library

Paper • 1912.01703 • Published Dec 3, 2019 • 2
google-bert/bert-base-uncased

Fill-Mask • 0.1B • Updated Feb 19, 2024 • 116M • • 2.73k
openai-community/gpt2

Text Generation • 0.1B • Updated Feb 19, 2024 • 12.8M • 3.39k

VLM Foundational

LoRA: Low-Rank Adaptation of Large Language Models

Paper • 2106.09685 • Published Jun 17, 2021 • 64
FlashAttention: Fast and Memory-Efficient Exact Attention with IO-Awareness

Paper • 2205.14135 • Published May 27, 2022 • 15
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models

Paper • 2201.11903 • Published Jan 28, 2022 • 15
Training language models to follow instructions with human feedback

Paper • 2203.02155 • Published Mar 4, 2022 • 25

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

Language Models - Essential Research Papers

Attention Is All You Need

Paper • 1706.03762 • Published Jun 12, 2017 • 136
Language Models are Few-Shot Learners

Paper • 2005.14165 • Published May 28, 2020 • 20
LLaMA: Open and Efficient Foundation Language Models

Paper • 2302.13971 • Published Feb 27, 2023 • 25
Llama 2: Open Foundation and Fine-Tuned Chat Models

Paper • 2307.09288 • Published Jul 18, 2023 • 252

Toolkit - AI Papers

Neural Machine Translation by Jointly Learning to Align and Translate

Paper • 1409.0473 • Published Sep 1, 2014 • 7
Attention Is All You Need

Paper • 1706.03762 • Published Jun 12, 2017 • 136
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding

Paper • 1810.04805 • Published Oct 11, 2018 • 32
Hierarchical Reasoning Model

Paper • 2506.21734 • Published Jun 26, 2025 • 54

Understanding LLMs

Kimi K3: Open Frontier Intelligence

Paper • 2607.24653 • Published 14 days ago • 486
Efficient Memory Management for Large Language Model Serving with PagedAttention

Paper • 2309.06180 • Published Sep 12, 2023 • 65
Language Models are Few-Shot Learners

Paper • 2005.14165 • Published May 28, 2020 • 20
Attention Is All You Need

Paper • 1706.03762 • Published Jun 12, 2017 • 136

250 Years of America, 250 Open AI Milestones

For the 250th birthday of the USA: the 250 most important American open models, datasets, papers and Spaces, ranked from #1 down. Happy 4th of July!

Attention Is All You Need

Paper • 1706.03762 • Published Jun 12, 2017 • 136
PyTorch: An Imperative Style, High-Performance Deep Learning Library

Paper • 1912.01703 • Published Dec 3, 2019 • 2
google-bert/bert-base-uncased

Fill-Mask • 0.1B • Updated Feb 19, 2024 • 116M • • 2.73k
openai-community/gpt2

Text Generation • 0.1B • Updated Feb 19, 2024 • 12.8M • 3.39k

Sequence to Sequence Learning with Neural Networks

Paper • 1409.3215 • Published Sep 10, 2014 • 5
Language Models are Few-Shot Learners

Paper • 2005.14165 • Published May 28, 2020 • 20

VLM Foundational

LoRA: Low-Rank Adaptation of Large Language Models

Paper • 2106.09685 • Published Jun 17, 2021 • 64
FlashAttention: Fast and Memory-Efficient Exact Attention with IO-Awareness

Paper • 2205.14135 • Published May 27, 2022 • 15
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models

Paper • 2201.11903 • Published Jan 28, 2022 • 15
Training language models to follow instructions with human feedback

Paper • 2203.02155 • Published Mar 4, 2022 • 25

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

LLM Reasoning & Planning Techniques

CoT, ToT, GoT, ReAct, ReWOO prompting techniques for LLM reasoning with implementation guidance and benchmarks.

deepseek-ai/DeepSeek-R1

Text Generation • 685B • Updated Mar 27, 2025 • 8.69M • • 13.6k
Qwen/Qwen2.5-Coder-32B-Instruct

Text Generation • 33B • Updated Jan 12, 2025 • 1.13M • • 2.1k
google/gemma-2-27b-it

Text Generation • 27B • Updated Aug 27, 2024 • 114k • • 568
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models

Paper • 2201.11903 • Published Jan 28, 2022 • 15

Language Models - Essential Research Papers

Attention Is All You Need

Paper • 1706.03762 • Published Jun 12, 2017 • 136
Language Models are Few-Shot Learners

Paper • 2005.14165 • Published May 28, 2020 • 20
LLaMA: Open and Efficient Foundation Language Models

Paper • 2302.13971 • Published Feb 27, 2023 • 25
Llama 2: Open Foundation and Fine-Tuned Chat Models

Paper • 2307.09288 • Published Jul 18, 2023 • 252

paper digestion

Language Models are Few-Shot Learners

Paper • 2005.14165 • Published May 28, 2020 • 20
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding

Paper • 1810.04805 • Published Oct 11, 2018 • 32
Attention Is All You Need

Paper • 1706.03762 • Published Jun 12, 2017 • 136
Lookahead Anchoring: Preserving Character Identity in Audio-Driven Human Animation

Paper • 2510.23581 • Published Oct 27, 2025 • 42

Toolkit - AI Papers

Neural Machine Translation by Jointly Learning to Align and Translate

Paper • 1409.0473 • Published Sep 1, 2014 • 7
Attention Is All You Need

Paper • 1706.03762 • Published Jun 12, 2017 • 136
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding

Paper • 1810.04805 • Published Oct 11, 2018 • 32
Hierarchical Reasoning Model

Paper • 2506.21734 • Published Jun 26, 2025 • 54

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