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Collections including paper arxiv:2501.08313

wisdom of the ancient

MiniMax-01: Scaling Foundation Models with Lightning Attention

Paper • 2501.08313 • Published Jan 14, 2025 • 304
DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Paper • 2501.12948 • Published Jan 22, 2025 • 463
Qwen2.5 Technical Report

Paper • 2412.15115 • Published Dec 19, 2024 • 381
Phi-3 Technical Report: A Highly Capable Language Model Locally on Your Phone

Paper • 2404.14219 • Published Apr 22, 2024 • 262

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

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 • 145
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

This collection is a list of papers I find to be very interesting.

The Era of 1-bit LLMs: All Large Language Models are in 1.58 Bits

Paper • 2402.17764 • Published Feb 27, 2024 • 631
MiniMax-01: Scaling Foundation Models with Lightning Attention

Paper • 2501.08313 • Published Jan 14, 2025 • 304
Group Sequence Policy Optimization

Paper • 2507.18071 • Published Jul 24, 2025 • 323
Drivel-ology: Challenging LLMs with Interpreting Nonsense with Depth

Paper • 2509.03867 • Published Sep 4, 2025 • 213

MiniMax (Large Language Model) - Original and Transformers Compatible Weights

MiniMaxAI/MiniMax-Text-01-hf

Text Generation • 456B • Updated Jul 9, 2025 • 14.4k • 11
MiniMaxAI/MiniMax-M1-80k-hf

Text Generation • 456B • Updated Jul 9, 2025 • 472 • 8
MiniMaxAI/MiniMax-M1-40k-hf

Text Generation • 456B • Updated Jul 11, 2025 • 437 • 12
MiniMaxAI/MiniMax-Text-01

Text Generation • 456B • Updated Jul 3, 2025 • 2.96k • 657

MiniMax-01: Scaling Foundation Models with Lightning Attention

Paper • 2501.08313 • Published Jan 14, 2025 • 304
pthan12/AIGenImages2026

Updated May 14 • 103 • 1
salttechno/ai-development-cost-benchmark

Viewer • Updated Feb 18 • 24 • 40
salttechno/LLM-Model-Comparison-2026

Viewer • Updated Feb 19 • 16 • 76

Open-Source Foundations for Modern AI Systems

open-source libraries that form the infrastructure layer of modern AI systems, spanning model dev, retrieval, orchestration, evaluation, and MLOPS.

A Distributed Data-Parallel PyTorch Implementation of the Distributed Shampoo Optimizer for Training Neural Networks At-Scale

Paper • 2309.06497 • Published Sep 12, 2023 • 6
The Era of 1-bit LLMs: All Large Language Models are in 1.58 Bits

Paper • 2402.17764 • Published Feb 27, 2024 • 631
Llama 2: Open Foundation and Fine-Tuned Chat Models

Paper • 2307.09288 • Published Jul 18, 2023 • 252
Meta Llama 3

Collection

This collection hosts the transformers and original repos of the Meta Llama 3 and Llama Guard 2 releases • 5 items • Updated Dec 6, 2024 • 1.01k

How to inject knowledge efficiently? Knowledge Infusion Scaling Law for Pre-training Large Language Models

Paper • 2509.19371 • Published Sep 19, 2025
Gated Attention for Large Language Models: Non-linearity, Sparsity, and Attention-Sink-Free

Paper • 2505.06708 • Published May 10, 2025 • 13
Selective Attention: Enhancing Transformer through Principled Context Control

Paper • 2411.12892 • Published Nov 19, 2024
A Survey of Reinforcement Learning for Large Reasoning Models

Paper • 2509.08827 • Published Sep 10, 2025 • 193

MiniMax-01: Scaling Foundation Models with Lightning Attention

Paper • 2501.08313 • Published Jan 14, 2025 • 304
Agent-Ark/Toucan-1.5M

Viewer • Updated Oct 4, 2025 • 1.65M • 8.09k • 238
facebook/natural_reasoning

Viewer • Updated Feb 21, 2025 • 1.15M • 3.43k • 584

Rewnozom/agent-zero-v1-a-01

Text Generation • 4B • Updated Jan 18, 2025 • 18 • • 2
TheBloke/MythoMax-L2-13B-GGUF

13B • Updated Sep 27, 2023 • 25.6k • 286
DavidAU/Llama-3.2-8X3B-MOE-Dark-Champion-Instruct-uncensored-abliterated-18.4B-GGUF

Text Generation • 18B • Updated Apr 28 • 39.8k • 650
QuantFactory/DarkIdol-Llama-3.1-8B-Instruct-1.2-Uncensored-GGUF

Text Generation • 8B • Updated Jul 29, 2024 • 8.35k • 150

wisdom of the ancient

MiniMax-01: Scaling Foundation Models with Lightning Attention

Paper • 2501.08313 • Published Jan 14, 2025 • 304
DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Paper • 2501.12948 • Published Jan 22, 2025 • 463
Qwen2.5 Technical Report

Paper • 2412.15115 • Published Dec 19, 2024 • 381
Phi-3 Technical Report: A Highly Capable Language Model Locally on Your Phone

Paper • 2404.14219 • Published Apr 22, 2024 • 262

MiniMax-01: Scaling Foundation Models with Lightning Attention

Paper • 2501.08313 • Published Jan 14, 2025 • 304
pthan12/AIGenImages2026

Updated May 14 • 103 • 1
salttechno/ai-development-cost-benchmark

Viewer • Updated Feb 18 • 24 • 40
salttechno/LLM-Model-Comparison-2026

Viewer • Updated Feb 19 • 16 • 76

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

Open-Source Foundations for Modern AI Systems

open-source libraries that form the infrastructure layer of modern AI systems, spanning model dev, retrieval, orchestration, evaluation, and MLOPS.

A Distributed Data-Parallel PyTorch Implementation of the Distributed Shampoo Optimizer for Training Neural Networks At-Scale

Paper • 2309.06497 • Published Sep 12, 2023 • 6
The Era of 1-bit LLMs: All Large Language Models are in 1.58 Bits

Paper • 2402.17764 • Published Feb 27, 2024 • 631
Llama 2: Open Foundation and Fine-Tuned Chat Models

Paper • 2307.09288 • Published Jul 18, 2023 • 252
Meta Llama 3

Collection

This collection hosts the transformers and original repos of the Meta Llama 3 and Llama Guard 2 releases • 5 items • Updated Dec 6, 2024 • 1.01k

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 • 145
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

How to inject knowledge efficiently? Knowledge Infusion Scaling Law for Pre-training Large Language Models

Paper • 2509.19371 • Published Sep 19, 2025
Gated Attention for Large Language Models: Non-linearity, Sparsity, and Attention-Sink-Free

Paper • 2505.06708 • Published May 10, 2025 • 13
Selective Attention: Enhancing Transformer through Principled Context Control

Paper • 2411.12892 • Published Nov 19, 2024
A Survey of Reinforcement Learning for Large Reasoning Models

Paper • 2509.08827 • Published Sep 10, 2025 • 193

This collection is a list of papers I find to be very interesting.

The Era of 1-bit LLMs: All Large Language Models are in 1.58 Bits

Paper • 2402.17764 • Published Feb 27, 2024 • 631
MiniMax-01: Scaling Foundation Models with Lightning Attention

Paper • 2501.08313 • Published Jan 14, 2025 • 304
Group Sequence Policy Optimization

Paper • 2507.18071 • Published Jul 24, 2025 • 323
Drivel-ology: Challenging LLMs with Interpreting Nonsense with Depth

Paper • 2509.03867 • Published Sep 4, 2025 • 213

MiniMax-01: Scaling Foundation Models with Lightning Attention

Paper • 2501.08313 • Published Jan 14, 2025 • 304
Agent-Ark/Toucan-1.5M

Viewer • Updated Oct 4, 2025 • 1.65M • 8.09k • 238
facebook/natural_reasoning

Viewer • Updated Feb 21, 2025 • 1.15M • 3.43k • 584

MiniMax (Large Language Model) - Original and Transformers Compatible Weights

MiniMaxAI/MiniMax-Text-01-hf

Text Generation • 456B • Updated Jul 9, 2025 • 14.4k • 11
MiniMaxAI/MiniMax-M1-80k-hf

Text Generation • 456B • Updated Jul 9, 2025 • 472 • 8
MiniMaxAI/MiniMax-M1-40k-hf

Text Generation • 456B • Updated Jul 11, 2025 • 437 • 12
MiniMaxAI/MiniMax-Text-01

Text Generation • 456B • Updated Jul 3, 2025 • 2.96k • 657

Rewnozom/agent-zero-v1-a-01

Text Generation • 4B • Updated Jan 18, 2025 • 18 • • 2
TheBloke/MythoMax-L2-13B-GGUF

13B • Updated Sep 27, 2023 • 25.6k • 286
DavidAU/Llama-3.2-8X3B-MOE-Dark-Champion-Instruct-uncensored-abliterated-18.4B-GGUF

Text Generation • 18B • Updated Apr 28 • 39.8k • 650
QuantFactory/DarkIdol-Llama-3.1-8B-Instruct-1.2-Uncensored-GGUF

Text Generation • 8B • Updated Jul 29, 2024 • 8.35k • 150

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