8bit.tr Journal
Architecture
5 articles tagged with Architecture.
December 28, 2025
State Space Models and Mamba: A New Path Beyond Transformers
An engineering-focused look at state space models, Mamba, and where they outperform attention-based architectures.
December 14, 2025
Multimodal Model Architecture: Unifying Text, Images, and Beyond
How multimodal models combine vision and language, plus the engineering decisions that make them reliable in production.
December 14, 2025
Multi-Agent Coordination Architecture: Designing Reliable Agent Teams
How to build multi-agent systems with clear roles, coordination protocols, and failure isolation.
December 7, 2025
Transformers vs. Mixture of Experts: When to Use Each Architecture
A practical comparison of dense transformers and MoE models, focusing on cost, latency, and real-world deployment trade-offs.
December 4, 2025
LLM Architecture From Scratch: The Building Blocks That Matter
A clear, technical walk-through of modern LLM architecture, from tokenization and attention to training loops and inference trade-offs.