DeepSeek-V3/R1: AI Inference Engine Sparks Speed Advances and Ethical Transparency Debates

DeepSeek-V3/R1: AI Inference Innovation with a Transparency Trade-Off Performance Breakthroughs DeepSeek-V3/R1 is a state-of-the-art AI inference system engineered to process billions of tokens every day. Leveraging techniques like cross-node Expert Parallelism (think of it as an assembly line where multiple units work in perfect sync) and overlapping communication with computation, this system achieves remarkable throughput. […]

MARA Holdings Transforms Crypto Mining Infrastructure to Drive Next-Gen AI Inference

MARA Holdings: Bridging Cryptocurrency Mining with the Future of AI Inference Strong financial performance in Bitcoin mining is now serving as a launchpad for a bold new venture into the realm of artificial intelligence. MARA Holdings is leveraging its powerful, high-performance computing infrastructure to explore burgeoning opportunities in AI inference. With a notable Q4 surge—revenues […]