Nebius monthly digest, August 2024

NVIDIA has reduced the hourly cost of its H100 GPU-equipped virtual machines from $4.85 to $3.50, with further discounts available for longer-term reservations. Meanwhile, the new H200 SXM GPUs, now integrated into Nebius, boast significant advancements over the H100, including nearly double the memory capacity and enhanced performance capabilities, such as faster data access speeds and improved inference performance with large language models. The H200 GPUs are available starting at $2.50 per hour. Additionally, Nebius has introduced a managed service for MLflow, a popular tool for streamlining machine learning workflows, now in public preview, making it more accessible to a wider audience. At the AI Summit in London, Nebius' Product Director Narek Tatevosyan discussed the essential steps and challenges involved in developing generative AI models. Their blog offers insights into optimizing machine learning experiments, selecting storage for deep learning, and exploring the similarities between different language model architectures like transformers, RNNs, and SSMs.

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