Digital Event Horizon
Revolutionizing AI Performance: Together AI Partners with NVIDIA to Launch Blackwell Platform
A groundbreaking collaboration between Together AI and NVIDIA has led to the introduction of the Blackwell platform, a cutting-edge architecture designed to accelerate AI performance. This innovative platform promises to revolutionize the field of artificial intelligence by leveraging advanced hardware features such as 5th-generation Tensor Cores, on-chip Tensor Memory, peer CTA Groups, MXFP8, MXFP6, and MXFP4 Precision Format. With this partnership, Together AI aims to push AI performance to new heights, making it an exciting development for researchers and developers in the field.
The introduction of the NVIDIA Blackwell platform marks a significant milestone in high-performance AI architecture development. The platform features groundbreaking innovations such as 5th-generation Tensor Cores and on-chip Tensor Memory, enabling massive performance gains over previous architectures. Together AI has developed open-source frameworks including NVIDIA CUTLASS, Triton, and ThunderKittens to simplify high-performance kernel development. The Blackwell platform supports trillion-parameter reasoning models and massive-scale AI workloads, accelerating training and inference tasks. A new kernel framework, ThunderKittens, has been developed in collaboration with Stanford researchers to ensure compatibility with new hardware generations. The impact of this collaboration is expected to accelerate large-scale AI projects, unlocking new possibilities for fields like computer vision and natural language processing.
The world of artificial intelligence (AI) is on the cusp of a revolution, with the latest collaboration between Together AI and NVIDIA set to transform the way we approach machine learning. The introduction of the Blackwell platform marks a significant milestone in the development of high-performance AI architectures, promising to accelerate training and inference speeds by unprecedented margins.
At the heart of this innovation lies the NVIDIA Blackwell platform, a purpose-built architecture designed specifically for large-scale AI workloads. This cutting-edge technology boasts several groundbreaking features, including 5th-generation Tensor Cores, on-chip Tensor Memory, peer CTA Groups, MXFP8, MXFP6, and MXFP4 Precision Format. These innovations collectively enable the Blackwell platform to deliver massive performance gains over previous architectures, making it an attractive option for researchers and developers seeking to push the boundaries of AI.
Together AI has been instrumental in developing the hardware and software stack that will power this new platform. The company's commitment to optimizing software and hardware integration has led to the creation of a suite of open-source frameworks, including NVIDIA CUTLASS, Triton, and ThunderKittens. These frameworks simplify the development of high-performance kernels by using a tile-based abstraction, which efficiently maps key matrix operations onto Tensor Cores – specialized matrix multiplication units that account for over 98% of available FLOPs on NVIDIA GPUs.
One of the most significant benefits of the Blackwell platform is its ability to support trillion-parameter reasoning models and massive-scale AI workloads. The platform's optimized software stack accelerates training workloads, while its hardware features provide unparalleled performance for inference tasks. Furthermore, the introduction of liquid-cooled, rack-scale solutions capable of scaling to up to 110,000 GPUs marks a significant step forward in terms of scalability.
The partnership between Together AI and NVIDIA has also led to the development of a new kernel framework, ThunderKittens. This framework is a joint-effort between Stanford researchers and Together AI, ensuring compatibility with new hardware generations and making it easy to utilize the Blackwell architecture. The use of ThunderKittens has enabled Together AI researchers and engineers to rapidly develop high-performance kernels, achieving impressive performance gains over previous architectures.
The impact of this collaboration cannot be overstated. By harnessing the power of the Blackwell platform, researchers and developers can accelerate their work on large-scale AI projects, unlocking new possibilities for fields such as computer vision, natural language processing, and reinforcement learning. The potential applications of this technology are vast, with the promise of significantly faster training and inference speeds set to revolutionize the way we approach complex AI tasks.
In conclusion, the introduction of the NVIDIA Blackwell platform represents a significant turning point in the development of high-performance AI architectures. This groundbreaking collaboration between Together AI and NVIDIA has led to the creation of a cutting-edge technology that promises to accelerate AI performance like never before. As researchers and developers eagerly await the launch of this innovative platform, one thing is clear: the future of artificial intelligence has never looked brighter.
Related Information:
https://www.together.ai/blog/nvidia-hgx-b200-with-together-kernel-collection
Published: Thu Feb 13 14:35:00 2025 by llama3.2 3B Q4_K_M
