Cerebras Systems, a pioneer in high-performance AI compute, has introduced a groundbreaking solution that is ready to revolutionize AI inference. On August 27, 2024, the corporate announced the launch of Cerebras Inference, the fastest AI inference service on this planet. With performance metrics that dwarf those of traditional GPU-based systems, Cerebras Inference delivers 20 times the speed at a fraction of the price, setting a brand new benchmark in AI computing.
Unprecedented Speed and Cost Efficiency
Cerebras Inference is designed to deliver exceptional performance across various AI models, particularly within the rapidly evolving segment of huge language models (LLMs). As an example, it processes 1,800 tokens per second for the Llama 3.1 8B model and 450 tokens per second for the Llama 3.1 70B model. This performance shouldn’t be only 20 times faster than that of NVIDIA GPU-based solutions but in addition comes at a significantly lower cost. Cerebras offers this service starting at just 10 cents per million tokens for the Llama 3.1 8B model and 60 cents per million tokens for the Llama 3.1 70B model, representing a 100x improvement in price-performance in comparison with existing GPU-based offerings.
Maintaining Accuracy While Pushing the Boundaries of Speed
Probably the most impressive points of Cerebras Inference is its ability to take care of state-of-the-art accuracy while delivering unmatched speed. Unlike other approaches that sacrifice precision for speed, Cerebras’ solution stays throughout the 16-bit domain for everything of the inference run. This ensures that the performance gains don’t come on the expense of the standard of AI model outputs, a vital factor for developers focused on precision.
Micah Hill-Smith, Co-Founder and CEO of Artificial Evaluation, highlighted the importance of this achievement: “
The Growing Importance of AI Inference
AI inference is the fastest-growing segment of AI compute, accounting for about 40% of the whole AI hardware market. The appearance of high-speed AI inference, akin to that offered by Cerebras, is akin to the introduction of broadband web—unlocking latest opportunities and heralding a brand new era for AI applications. With Cerebras Inference, developers can now construct next-generation AI applications that require complex, real-time performance, akin to AI agents and intelligent systems.
Andrew Ng, Founding father of DeepLearning.AI, underscored the importance of speed in AI development: “”
Broad Industry Support and Strategic Partnerships
Cerebras has garnered strong support from industry leaders and has formed strategic partnerships to speed up the event of AI applications. Kim Branson, SVP of AI/ML at GlaxoSmithKline, an early Cerebras customer, emphasized the transformative potential of this technology:
Other corporations, akin to LiveKit, Perplexity, and Meter, have also expressed enthusiasm for the impact that Cerebras Inference may have on their operations. These corporations are leveraging the ability of Cerebras’ compute capabilities to create more responsive, human-like AI experiences, improve user interaction in search engines like google, and enhance network management systems.
Cerebras Inference: Tiers and Accessibility
Cerebras Inference is offered across three competitively priced tiers: Free, Developer, and Enterprise. The Free Tier provides free API access with generous usage limits, making it accessible to a broad range of users. The Developer Tier offers a versatile, serverless deployment option, with Llama 3.1 models priced at 10 cents and 60 cents per million tokens. The Enterprise Tier caters to organizations with sustained workloads, offering fine-tuned models, custom service level agreements, and dedicated support, with pricing available upon request.
Powering Cerebras Inference: The Wafer Scale Engine 3 (WSE-3)
At the center of Cerebras Inference is the Cerebras CS-3 system, powered by the industry-leading Wafer Scale Engine 3 (WSE-3). This AI processor is unmatched in its size and speed, offering 7,000 times more memory bandwidth than NVIDIA’s H100. The WSE-3’s massive scale enables it to handle many concurrent users, ensuring blistering speeds without compromising on performance. This architecture allows Cerebras to sidestep the trade-offs that typically plague GPU-based systems, providing best-in-class performance for AI workloads.
Seamless Integration and Developer-Friendly API
Cerebras Inference is designed with developers in mind. It features an API that’s fully compatible with the OpenAI Chat Completions API, allowing for straightforward migration with minimal code changes. This developer-friendly approach ensures that integrating Cerebras Inference into existing workflows is as seamless as possible, enabling rapid deployment of high-performance AI applications.
Cerebras Systems: Driving Innovation Across Industries
Cerebras Systems shouldn’t be just a pacesetter in AI computing but in addition a key player across various industries, including healthcare, energy, government, scientific computing, and financial services. The corporate’s solutions have been instrumental in driving breakthroughs at institutions akin to the National Laboratories, Aleph Alpha, The Mayo Clinic, and GlaxoSmithKline.
By providing unmatched speed, scalability, and accuracy, Cerebras is enabling organizations across these sectors to tackle a number of the most difficult problems in AI and beyond. Whether it’s accelerating drug discovery in healthcare or enhancing computational capabilities in scientific research, Cerebras is on the forefront of driving innovation.
Conclusion: A Latest Era for AI Inference
Cerebras Systems is setting a brand new standard for AI inference with the launch of Cerebras Inference. By offering 20 times the speed of traditional GPU-based systems at a fraction of the price, Cerebras shouldn’t be only making AI more accessible but in addition paving the best way for the subsequent generation of AI applications. With its cutting-edge technology, strategic partnerships, and commitment to innovation, Cerebras is poised to guide the AI industry right into a latest era of unprecedented performance and scalability.
For more information on Cerebras Systems and to try Cerebras Inference, visit www.cerebras.ai.
