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TutorialsFebruary 23, 2026| 8 min

DeepSeek V3 & R1: MLA Architecture, DeepSeekMoE, and the Reasoning Revolution

DeepSeek isn't just 18× cheaper than GPT-4o — it's built on fundamentally different architecture. Learn how MLA eliminates the KV cache bottleneck, how DeepSeekMoE achieves 685B quality at 37B inference cost, and why R1 is the first open-source reasoning model to genuinely match OpenAI's o1.

TutorialsFebruary 23, 2026| 13 min

Self-Hosted LLMs in 2025: DeepSeek vs Llama vs Qwen — Which Model Fits Your Stack?

Want to run AI locally without depending on OpenAI? DeepSeek V3, Meta Llama 3.3, and Alibaba Qwen 2.5 are leading the self-hosted LLM race. Here's the complete landscape to help you pick the right model — from hardware requirements to real-world use cases.

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