Startup Ideas AI

Convert 2D to Spatial Photos and Videos

Cerebras is a company that designs AI computing solutions, including wafer-scale processors, to deliver unmatched performance for deep learning, NLP, and AI workloads. Their CS-3 system clusters form powerful AI supercomputers, offering scalable solutions for on-premise or cloud computing. They also provide custom services for model development and fine-tuning.

DeepSeek v3 is a powerful 671B parameter Mixture-of-Experts (MoE) language model that offers groundbreaking performance. It is an AI-driven LLM with 671B total parameters (37B activated per token) and supports API access, an online demo, and research papers. Pre-trained on 14.8 trillion high-quality tokens, DeepSeek v3 delivers state-of-the-art results across various benchmarks, including mathematics, coding, and multilingual tasks, while maintaining efficient inference. It features a 128K context window and incorporates Multi-Token Prediction for enhanced performance and acceleration.