Cerebras Introduces World’s Fastest AI Inference Solution: 20x Speed at a Fraction of the Cost

Cerebras Methods, a pioneer in high-performance AI compute, has launched a groundbreaking resolution that’s set to revolutionize AI inference. On August 27, 2024, the corporate introduced the launch of Cerebras Inference, the quickest AI inference service on this planet. With efficiency metrics that dwarf these of conventional GPU-based methods, Cerebras Inference delivers 20 instances the velocity at a fraction of the associated fee, setting a brand new benchmark in AI computing.

Unprecedented Velocity and Value Effectivity

Cerebras Inference is designed to ship distinctive efficiency throughout numerous AI fashions, significantly within the quickly evolving section of huge language fashions (LLMs). As an example, it processes 1,800 tokens per second for the Llama 3.1 8B mannequin and 450 tokens per second for the Llama 3.1 70B mannequin. This efficiency isn’t solely 20 instances quicker than that of NVIDIA GPU-based options but in addition comes at a considerably decrease price. Cerebras provides this service beginning at simply 10 cents per million tokens for the Llama 3.1 8B mannequin and 60 cents per million tokens for the Llama 3.1 70B mannequin, representing a 100x enchancment in price-performance in comparison with current GPU-based choices.

Sustaining Accuracy Whereas Pushing the Boundaries of Velocity

One of the spectacular facets of Cerebras Inference is its capacity to keep up state-of-the-art accuracy whereas delivering unmatched velocity. In contrast to different approaches that sacrifice precision for velocity, Cerebras’ resolution stays throughout the 16-bit area for the whole thing of the inference run. This ensures that the efficiency beneficial properties don’t come on the expense of the standard of AI mannequin outputs, a vital issue for builders centered on precision.

Micah Hill-Smith, Co-Founder and CEO of Synthetic Evaluation, highlighted the importance of this achievement: “Cerebras is delivering speeds an order of magnitude quicker than GPU-based options for Meta’s Llama 3.1 8B and 70B AI fashions. We’re measuring speeds above 1,800 output tokens per second on Llama 3.1 8B, and above 446 output tokens per second on Llama 3.1 70B – a brand new document in these benchmarks.”

The Rising Significance of AI Inference

AI inference is the fastest-growing section of AI compute, accounting for roughly 40% of the full AI {hardware} market. The appearance of high-speed AI inference, corresponding to that supplied by Cerebras, is akin to the introduction of broadband web—unlocking new alternatives and heralding a brand new period for AI purposes. With Cerebras Inference, builders can now construct next-generation AI purposes that require advanced, real-time efficiency, corresponding to AI brokers and clever methods.

Andrew Ng, Founding father of DeepLearning.AI, underscored the significance of velocity in AI improvement: “DeepLearning.AI has a number of agentic workflows that require prompting an LLM repeatedly to get a outcome. Cerebras has constructed an impressively quick inference functionality which will likely be very useful to such workloads.”

Broad Business Assist and Strategic Partnerships

Cerebras has garnered sturdy assist from {industry} leaders and has fashioned strategic partnerships to speed up the event of AI purposes. Kim Branson, SVP of AI/ML at GlaxoSmithKline, an early Cerebras buyer, emphasised the transformative potential of this expertise: “Velocity and scale change every part.”

Different firms, corresponding to LiveKit, Perplexity, and Meter, have additionally expressed enthusiasm for the affect that Cerebras Inference may have on their operations. These firms are leveraging the ability of Cerebras’ compute capabilities to create extra responsive, human-like AI experiences, enhance person interplay in search engines like google, and improve community administration methods.

Cerebras Inference: Tiers and Accessibility

Cerebras Inference is out there throughout three competitively priced tiers: Free, Developer, and Enterprise. The Free Tier gives free API entry with beneficiant utilization limits, making it accessible to a broad vary of customers. The Developer Tier provides a versatile, serverless deployment possibility, with Llama 3.1 fashions priced at 10 cents and 60 cents per million tokens. The Enterprise Tier caters to organizations with sustained workloads, providing fine-tuned fashions, customized service stage agreements, and devoted assist, with pricing out there upon request.

Powering Cerebras Inference: The Wafer Scale Engine 3 (WSE-3)

On the coronary heart 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 measurement and velocity, providing 7,000 instances extra reminiscence bandwidth than NVIDIA’s H100. The WSE-3’s huge scale allows it to deal with many concurrent customers, guaranteeing blistering speeds with out compromising on efficiency. This structure permits Cerebras to sidestep the trade-offs that usually plague GPU-based methods, offering best-in-class efficiency for AI workloads.

Seamless Integration and Developer-Pleasant API

Cerebras Inference is designed with builders in thoughts. It options an API that’s absolutely appropriate with the OpenAI Chat Completions API, permitting for straightforward migration with minimal code adjustments. This developer-friendly strategy ensures that integrating Cerebras Inference into current workflows is as seamless as doable, enabling fast deployment of high-performance AI purposes.

Cerebras Methods: Driving Innovation Throughout Industries

Cerebras Methods isn’t just a pacesetter in AI computing but in addition a key participant throughout numerous industries, together with healthcare, vitality, authorities, scientific computing, and monetary providers. The corporate’s options have been instrumental in driving breakthroughs at establishments such because the Nationwide Laboratories, Aleph Alpha, The Mayo Clinic, and GlaxoSmithKline.

By offering unmatched velocity, scalability, and accuracy, Cerebras is enabling organizations throughout these sectors to deal with a few of the most difficult issues in AI and past. Whether or not it’s accelerating drug discovery in healthcare or enhancing computational capabilities in scientific analysis, Cerebras is on the forefront of driving innovation.

Conclusion: A New Period for AI Inference

Cerebras Methods is setting a brand new normal for AI inference with the launch of Cerebras Inference. By providing 20 instances the velocity of conventional GPU-based methods at a fraction of the associated fee, Cerebras isn’t solely making AI extra accessible but in addition paving the best way for the following technology of AI purposes. With its cutting-edge expertise, strategic partnerships, and dedication to innovation, Cerebras is poised to guide the AI {industry} into a brand new period of unprecedented efficiency and scalability.

For extra data on Cerebras Methods and to strive Cerebras Inference, go to www.cerebras.ai.