Cerebras Programs, a pioneer in high-performance AI compute, has launched a groundbreaking answer 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 techniques, Cerebras Inference delivers 20 instances the pace at a fraction of the price, 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, notably within the quickly evolving phase of huge language fashions (LLMs). For 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 is just not solely 20 instances sooner than that of NVIDIA GPU-based options but in addition comes at a considerably decrease price. Cerebras affords 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
Some of the spectacular features of Cerebras Inference is its skill to keep up state-of-the-art accuracy whereas delivering unmatched pace. In contrast to different approaches that sacrifice precision for pace, Cerebras’ answer stays throughout the 16-bit area for everything of the inference run. This ensures that the efficiency features don’t come on the expense of the standard of AI mannequin outputs, an important 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 sooner 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 file in these benchmarks.”
The Rising Significance of AI Inference
AI inference is the fastest-growing phase of AI compute, accounting for roughly 40% of the overall AI {hardware} market. The appearance of high-speed AI inference, comparable to that provided by Cerebras, is akin to the introduction of broadband web—unlocking new alternatives and heralding a brand new period for AI functions. With Cerebras Inference, builders can now construct next-generation AI functions that require advanced, real-time efficiency, comparable to AI brokers and clever techniques.
Andrew Ng, Founding father of DeepLearning.AI, underscored the significance of pace in AI improvement: “DeepLearning.AI has a number of agentic workflows that require prompting an LLM repeatedly to get a end result. Cerebras has constructed an impressively quick inference functionality which will probably be very useful to such workloads.”
Broad Business Help and Strategic Partnerships
Cerebras has garnered robust assist from {industry} leaders and has fashioned strategic partnerships to speed up the event of AI functions. Kim Branson, SVP of AI/ML at GlaxoSmithKline, an early Cerebras buyer, emphasised the transformative potential of this expertise: “Velocity and scale change every thing.”
Different corporations, comparable to LiveKit, Perplexity, and Meter, have additionally expressed enthusiasm for the affect that Cerebras Inference could have on their operations. These corporations are leveraging the facility of Cerebras’ compute capabilities to create extra responsive, human-like AI experiences, enhance person interplay in search engines like google, and improve community administration techniques.
Cerebras Inference: Tiers and Accessibility
Cerebras Inference is on the market throughout three competitively priced tiers: Free, Developer, and Enterprise. The Free Tier supplies free API entry with beneficiant utilization limits, making it accessible to a broad vary of customers. The Developer Tier affords a versatile, serverless deployment choice, 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 obtainable 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 pace, providing 7,000 instances extra reminiscence bandwidth than NVIDIA’s H100. The WSE-3’s large scale allows it to deal with many concurrent customers, making certain blistering speeds with out compromising on efficiency. This structure permits Cerebras to sidestep the trade-offs that sometimes plague GPU-based techniques, 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 simple migration with minimal code modifications. This developer-friendly method ensures that integrating Cerebras Inference into current workflows is as seamless as potential, enabling speedy deployment of high-performance AI functions.
Cerebras Programs: Driving Innovation Throughout Industries
Cerebras Programs is not only a pacesetter in AI computing but in addition a key participant throughout numerous industries, together with healthcare, power, authorities, scientific computing, and monetary companies. 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 pace, scalability, and accuracy, Cerebras is enabling organizations throughout these sectors to deal with among 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 Programs is setting a brand new normal for AI inference with the launch of Cerebras Inference. By providing 20 instances the pace of conventional GPU-based techniques at a fraction of the price, Cerebras is just not solely making AI extra accessible but in addition paving the way in which for the following era of AI functions. 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 Programs and to strive Cerebras Inference, go to www.cerebras.ai.
