Understanding GGML Files: A Deep Dive into Quantization and Visualization of File Structure
A detailed visualization of the file structure of GGML files, including the mapping of blocks to their corresponding positions in the file.
Teaching Machine to be Smart
I'm Abhik, and I lead the Machine Learning department at a high growth startup focused on computer vision.
I blend deep learning and computer vision to craft innovative solutions for safety and security. My role involves team leadership, strategic hiring, and remote collaboration across 11 countries. I'm driven by a passion for innovation and making a meaningful impact through technology.
Kernel Fusion: A New Way to Enhance Neural Networks Performance
Dive deep into Kernel Fusion, a groundbreaking technique that combines multiple neural network operations into unified kernels, significantly improving performance and efficiency in deep learning models.
YOLOv5 Simplified: A Beginner's Visual Guide to Understanding Each Step
YOLOv5 Simplified: A Beginner's Visual Guide to Understanding Each Step of the YOLOv5 Model Architecture where we will be visualizing the YOLOv5 model architecture and its components.
Dynamically Loading Models: A Guide to Model Registry Patterns
How OpenMMLab projects use the Registry Pattern to dynamically load models
Work
- Company
- Cloudastructure Inc
- Role
- Director, Machine Learning
- Date
- Company
- Quantiphi Inc
- Role
- Machine Learning Engineer
- Date
- Company
- Deloitte
- Role
- Business Technology Analyst
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