Abrar Eyasir

Building Effective Question Answering Systems with Transformers

February 20, 2025 6 min read

Explore the architecture and training techniques for building robust question answering systems, from extractive to generative approaches.

NLP Question Answering Transformers BERT Information Retrieval

Distributed Training Guide: Scaling Machine Learning Across Multiple GPUs

February 03, 2025 4 min read

Learn how to efficiently scale your ML models across multiple GPUs and machines using data parallelism, model parallelism, and distributed training frameworks.

Distributed Computing Deep Learning Training PyTorch Performance

Transformers Explained: From Self-Attention to Modern LLMs

January 15, 2025 2 min read

A comprehensive guide to understanding the transformer architecture, self-attention mechanisms, and their evolution into modern large language models.

NLP Deep Learning Transformers Machine Learning

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Building Effective Question Answering Systems with Transformers

Distributed Training Guide: Scaling Machine Learning Across Multiple GPUs

Transformers Explained: From Self-Attention to Modern LLMs