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Collections including paper arxiv:2504.02807

Reasoning Introduces New Poisoning Attacks Yet Makes Them More Complicated

Paper • 2509.05739 • Published Sep 6 • 2
Loong: Synthesize Long Chain-of-Thoughts at Scale through Verifiers

Paper • 2509.03059 • Published Sep 3 • 24
Universal Deep Research: Bring Your Own Model and Strategy

Paper • 2509.00244 • Published Aug 29 • 13
<think> So let's replace this phrase with insult... </think> Lessons learned from generation of toxic texts with LLMs

Paper • 2509.08358 • Published Sep 10 • 13

An Open Math Pre-trainng Dataset with 370B Tokens.

MegaMath: Pushing the Limits of Open Math Corpora

Paper • 2504.02807 • Published Apr 3 • 34
LLM360/MegaMath

Viewer • Updated Apr 9 • 217M • 40.2k • 102
LLM360/MegaMath-Llama-3.2-3B

Text Generation • 3B • Updated Apr 16 • 6 • 5
LLM360/MegaMath-Llama-3.2-1B

Text Generation • 1B • Updated Apr 16 • 1

Getting it Right: Improving Spatial Consistency in Text-to-Image Models

Paper • 2404.01197 • Published Apr 1, 2024 • 31
CosmicMan: A Text-to-Image Foundation Model for Humans

Paper • 2404.01294 • Published Apr 1, 2024 • 17
mOSCAR: A Large-scale Multilingual and Multimodal Document-level Corpus

Paper • 2406.08707 • Published Jun 13, 2024 • 17
DataComp-LM: In search of the next generation of training sets for language models

Paper • 2406.11794 • Published Jun 17, 2024 • 54

MegaMath, the largest open math pre-training dataset curated from diverse, math-focused sources, with over 300B tokens.

LLM360/MegaMath

Viewer • Updated Apr 9 • 217M • 40.2k • 102
LLM360/MegaMath-Llama-3.2-1B

Text Generation • 1B • Updated Apr 16 • 1
LLM360/MegaMath-Llama-3.2-3B

Text Generation • 3B • Updated Apr 16 • 6 • 5
MegaMath: Pushing the Limits of Open Math Corpora

Paper • 2504.02807 • Published Apr 3 • 34

The Lessons of Developing Process Reward Models in Mathematical Reasoning

Paper • 2501.07301 • Published Jan 13 • 99
Gold-medalist Performance in Solving Olympiad Geometry with AlphaGeometry2

Paper • 2502.03544 • Published Feb 5 • 43
FoNE: Precise Single-Token Number Embeddings via Fourier Features

Paper • 2502.09741 • Published Feb 13 • 15
SoS1: O1 and R1-Like Reasoning LLMs are Sum-of-Square Solvers

Paper • 2502.20545 • Published Feb 27 • 22

Synthetic Data and Self-Improvement

Training Software Engineering Agents and Verifiers with SWE-Gym

Paper • 2412.21139 • Published Dec 30, 2024 • 24
Evaluating Language Models as Synthetic Data Generators

Paper • 2412.03679 • Published Dec 4, 2024 • 48
Self-Rewarding Language Models

Paper • 2401.10020 • Published Jan 18, 2024 • 151
Self-Discover: Large Language Models Self-Compose Reasoning Structures

Paper • 2402.03620 • Published Feb 6, 2024 • 117

Reasoning Introduces New Poisoning Attacks Yet Makes Them More Complicated

Paper • 2509.05739 • Published Sep 6 • 2
Loong: Synthesize Long Chain-of-Thoughts at Scale through Verifiers

Paper • 2509.03059 • Published Sep 3 • 24
Universal Deep Research: Bring Your Own Model and Strategy

Paper • 2509.00244 • Published Aug 29 • 13
<think> So let's replace this phrase with insult... </think> Lessons learned from generation of toxic texts with LLMs

Paper • 2509.08358 • Published Sep 10 • 13

MegaMath, the largest open math pre-training dataset curated from diverse, math-focused sources, with over 300B tokens.

LLM360/MegaMath

Viewer • Updated Apr 9 • 217M • 40.2k • 102
LLM360/MegaMath-Llama-3.2-1B

Text Generation • 1B • Updated Apr 16 • 1
LLM360/MegaMath-Llama-3.2-3B

Text Generation • 3B • Updated Apr 16 • 6 • 5
MegaMath: Pushing the Limits of Open Math Corpora

Paper • 2504.02807 • Published Apr 3 • 34

An Open Math Pre-trainng Dataset with 370B Tokens.

MegaMath: Pushing the Limits of Open Math Corpora

Paper • 2504.02807 • Published Apr 3 • 34
LLM360/MegaMath

Viewer • Updated Apr 9 • 217M • 40.2k • 102
LLM360/MegaMath-Llama-3.2-3B

Text Generation • 3B • Updated Apr 16 • 6 • 5
LLM360/MegaMath-Llama-3.2-1B

Text Generation • 1B • Updated Apr 16 • 1

The Lessons of Developing Process Reward Models in Mathematical Reasoning

Paper • 2501.07301 • Published Jan 13 • 99
Gold-medalist Performance in Solving Olympiad Geometry with AlphaGeometry2

Paper • 2502.03544 • Published Feb 5 • 43
FoNE: Precise Single-Token Number Embeddings via Fourier Features

Paper • 2502.09741 • Published Feb 13 • 15
SoS1: O1 and R1-Like Reasoning LLMs are Sum-of-Square Solvers

Paper • 2502.20545 • Published Feb 27 • 22

Getting it Right: Improving Spatial Consistency in Text-to-Image Models

Paper • 2404.01197 • Published Apr 1, 2024 • 31
CosmicMan: A Text-to-Image Foundation Model for Humans

Paper • 2404.01294 • Published Apr 1, 2024 • 17
mOSCAR: A Large-scale Multilingual and Multimodal Document-level Corpus

Paper • 2406.08707 • Published Jun 13, 2024 • 17
DataComp-LM: In search of the next generation of training sets for language models

Paper • 2406.11794 • Published Jun 17, 2024 • 54

Synthetic Data and Self-Improvement

Training Software Engineering Agents and Verifiers with SWE-Gym

Paper • 2412.21139 • Published Dec 30, 2024 • 24
Evaluating Language Models as Synthetic Data Generators

Paper • 2412.03679 • Published Dec 4, 2024 • 48
Self-Rewarding Language Models

Paper • 2401.10020 • Published Jan 18, 2024 • 151
Self-Discover: Large Language Models Self-Compose Reasoning Structures

Paper • 2402.03620 • Published Feb 6, 2024 • 117

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