Understanding GPU Components for LLMs

In the fast-evolving world of artificial intelligence, each new GPU release is met with a mix of excitement and scrutiny. Terms like cores, memory, and bandwidth are frequently discussed, but what do they

DeepSeek-V3: The Pinnacle of Open-Source AI

DeepSeek-V3 currently stands as the best open-source AI model, decisively outperforming competitors such as Llama 3.1 405B, Qwen, and Mistral in benchmarks. Remarkably, it is on par with leading closed-source models like