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Machine Learning

A branch of artificial intelligence (AI) and computer science which focuses on the use of data and algorithms to imitate the way that humans learn, gradually improving its accuracy.

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Neural Networks

Neural Networks

12
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1 min read
Accelerate Model Training with PyTorch

Accelerate Model Training with PyTorch

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1 min read
What If We Recaption Billions of Web Images with LLaMA-3?

What If We Recaption Billions of Web Images with LLaMA-3?

2
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5 min read
How to analyze document layout by YOLO

How to analyze document layout by YOLO

31
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3 min read
AttnDreamBooth: Towards Text-Aligned Personalized Text-to-Image Generation

AttnDreamBooth: Towards Text-Aligned Personalized Text-to-Image Generation

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3 min read
Defending Against Alignment-Breaking Attacks via Robustly Aligned LLM

Defending Against Alignment-Breaking Attacks via Robustly Aligned LLM

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4 min read
Discovering Preference Optimization Algorithms with and for Large Language Models

Discovering Preference Optimization Algorithms with and for Large Language Models

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4 min read
The Prompt Report: A Systematic Survey of Prompting Techniques

The Prompt Report: A Systematic Survey of Prompting Techniques

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4 min read
Magpie: Alignment Data Synthesis from Scratch by Prompting Aligned LLMs with Nothing

Magpie: Alignment Data Synthesis from Scratch by Prompting Aligned LLMs with Nothing

1
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4 min read
Large Language Models for Automated Open-domain Scientific Hypotheses Discovery

Large Language Models for Automated Open-domain Scientific Hypotheses Discovery

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4 min read
Toward Autonomous Driving by Musculoskeletal Humanoids: A Study of Developed Hardware and Learning-Based Software

Toward Autonomous Driving by Musculoskeletal Humanoids: A Study of Developed Hardware and Learning-Based Software

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4 min read
Accessing GPT-4 level Mathematical Olympiad Solutions via Monte Carlo Tree Self-refine with LLaMa-3 8B

Accessing GPT-4 level Mathematical Olympiad Solutions via Monte Carlo Tree Self-refine with LLaMa-3 8B

2
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4 min read
Instant 3D Human Avatar Generation using Image Diffusion Models

Instant 3D Human Avatar Generation using Image Diffusion Models

3
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4 min read
Improve Mathematical Reasoning in Language Models by Automated Process Supervision

Improve Mathematical Reasoning in Language Models by Automated Process Supervision

1
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4 min read
Tools and Tool_Choice - Azure GPT4

Tools and Tool_Choice - Azure GPT4

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4 min read
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