Breakthrough Achieved in Real-Time AI Processing on Standard Graphics Cards
inference nvidia
| Source: Mastodon | Original article
Kog AI achieves real-time LLM inference on standard GPUs.
Kog AI has launched a tech preview of the Kog Inference Engine, achieving real-time LLM inference on standard GPUs with speeds of 3,000 tokens per second per request. This breakthrough is significant as it enables faster and more efficient processing of large language models, making them more accessible for various applications. As we reported on the growing demand for Agentic AI developers and the importance of LLMs, this development is a crucial step forward.
The Kog Inference Engine's performance is notable, with 3,000 output tokens per second on 8× AMD MI300X GPUs and 2,100 on 8× NVIDIA H200. The engine currently supports a 2B model, with plans to add support for large third-party MoE models at similar speeds. This advancement has the potential to impact the field of AI development, particularly in areas like natural language processing and machine learning.
As the AI community continues to push the boundaries of LLM inference, it will be essential to watch how Kog AI's technology evolves and how it compares to other solutions. With the release of this tech preview, developers and researchers can expect significant improvements in LLM processing, paving the way for more innovative applications and use cases. The next steps will be crucial in determining the widespread adoption and impact of this technology.
Sources
Back to AIPULSEN