SmolDocling: Efficient AI Document Processing & OCR Model
Content1 SmolDocling2 Prerequisites3 Features and Capabilities4 Model Architecture5 Data6 Competitive Performance7 Conclusion Vijona3 Jun at 11:56 Document Processing with SmolDocling: Efficient Multimodal OCR and Document Understanding The world is becoming…
Lease Management with PostgreSQL for Multi-Instance Applications
Content1 Available Approaches2 Core Characteristics of Leases3 Tools That Can Support Leases4 Benefits of Leases5 Example Application: Task Processor with Managed PostgreSQL6 Database7 Lease Service8 Leases Client9 Sample Application Database…
Linux Performance Tuning: Optimize Kernel, CPU, Memory & Network
Content1 Key Takeaways2 Performance Profiling and Benchmarking3 Profiling CPU, Memory, and I/O Activity4 Analyzing CPU Cycles with perf5 Kernel Function Tracing for Low-Level Investigation6 Programmable System Tracing with bpftrace7 Memory…
Vision Transformers Explained: How ViTs Are Transforming Computer Vision
Content1 Prerequisites2 What Are Vision Transformers?3 What Is Inductive Bias?4 How Vision Transformers Work5 Code Demo6 Key Components7 Popular Follow-up Work8 Conclusion Vijona3 Jun at 10:04 Vision Transformers (ViTs): How…
Building High-Quality Datasets for Retrieval-Augmented Generation (RAG)
Content1 Foundational Knowledge You Should Have First2 Understanding RAG Applications and Why Data Matters3 What Good Data Looks Like for RAG Applications4 Best Practices for Collecting Data for a RAG…
Linux sed Command Tutorial: Syntax, Examples & Use Cases
Content1 What Is the sed Command?2 Key Features of sed3 Basic Syntax of the sed Command4 Commonly Used Options in sed5 Most Common Use Cases of sed6 Advanced Use Cases…
Graph Neural Networks Explained: PyTorch Tutorial & Real Use Cases
Content1 Key Takeaways2 What Are Graph Neural Networks?3 How Do Graph Neural Networks Work?4 Implementing a Graph Neural Network in PyTorch5 Potential Challenges and Considerations6 FAQ7 Conclusion Vijona3 Jun at…
K-Fold Cross-Validation in Python: Improve Machine Learning Model Evaluation
Content1 Prerequisites2 Common Cross-Validation Methods3 What is K-Fold Cross-Validation?4 Why Use K-Fold Cross-Validation?5 K-Fold vs. Train-Test Split6 Implementing K-Fold Cross-Validation in Python7 Advanced Cross-Validation Techniques8 FAQs9 Conclusion Vijona3 Jun at…
How to Install CUDA and cuDNN for GPU Acceleration
Content1 Prerequisites2 Key Takeaways3 What CUDA and cuDNN Are4 System Requirements and Preparation5 Installing CUDA and cuDNN on Windows6 Installing CUDA on Ubuntu7 Installing cuDNN on Ubuntu8 Version Compatibility and…