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Tenstorrent is a pioneering next-generation computing company dedicated to building advanced computers specifically designed for AI workloads. Headquartered in the U.S. with key offices in Austin, Texas, and Silicon Valley, alongside a global footprint spanning Toronto, Belgrade, Seoul, Tokyo, and Bangalore, Tenstorrent convenes top experts in computer architecture, ASIC design, RISC-V technology, advanced systems, and neural network compilers. Their product portfolio encompasses accelerator cards, powerful liquid-cooled workstations capable of running models up to 120 billion parameters, and sovereign, scale-out servers for production AI deployments. A cornerstone of their approach is the TT-Forge™ MLIR-based open-source compiler, which optimizes models from frameworks like PyTorch, JAX, and ONNX for their hardware. Emphasizing transparency and developer empowerment, Tenstorrent champions open architectures and open-source software, aiming to give users ownership and flexibility over their AI silicon future.
Tenstorrent is a pioneering next-generation computing company dedicated to building advanced computers specifically designed for AI workloads.
Explore all tools that specialize in accelerating ai/ml workloads. This domain focus ensures Tenstorrent delivers optimized results for this specific requirement.
Explore all tools that specialize in ai model training. This domain focus ensures Tenstorrent delivers optimized results for this specific requirement.
Explore all tools that specialize in ai model inference. This domain focus ensures Tenstorrent delivers optimized results for this specific requirement.
Explore all tools that specialize in hardware-software co-design. This domain focus ensures Tenstorrent delivers optimized results for this specific requirement.
Explore all tools that specialize in custom ai ip development. This domain focus ensures Tenstorrent delivers optimized results for this specific requirement.
Explore all tools that specialize in mlir-based compilation. This domain focus ensures Tenstorrent delivers optimized results for this specific requirement.
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TT-Forge is an open-source compiler built on MLIR (Multi-Level Intermediate Representation) designed to compile and optimize machine learning models from popular frameworks like PyTorch, JAX, and ONNX for efficient execution on Tenstorrent's proprietary hardware.
Tenstorrent leverages the open and extensible RISC-V instruction set architecture as the foundation for its custom ASIC designs and specialized AI accelerators, allowing for highly optimized and purpose-built computing solutions for AI workloads.
Tenstorrent offers a full spectrum of scalable AI solutions, from individual accelerator cards (Blackhole®) and powerful liquid-cooled workstations (TT-QuietBox™) to sovereign, scale-out server solutions (Tenstorrent Galaxy™) for production-grade AI.
Enterprises and research institutions face challenges in efficiently training massive AI models and deploying high-throughput inference services due to the demanding computational requirements and proprietary vendor ecosystems. Tenstorrent provides a performant, scalable, and open solution.
Deploy Tenstorrent Galaxy™ servers or integrate Blackhole® accelerator cards into existing data center infrastructure.
Utilize the TT-Forge™ MLIR-based compiler to optimize diverse AI models (e.g., PyTorch, JAX, ONNX) for Tenstorrent hardware, ensuring peak performance and efficiency.
Scale out deployments to handle distributed training or massive inference workloads, leveraging Tenstorrent's architecture for improved throughput and reduced latency.
AI researchers and developers often require powerful, accessible, and quiet local compute resources to rapidly prototype, experiment with, and fine-tune large AI models without constant reliance on shared cloud resources or noisy server racks.
Acquire a TT-QuietBox™ workstation, designed for silent operation and capable of running models up to 120 billion parameters directly from a desk.
Install necessary AI frameworks (e.g., PyTorch, JAX) and Tenstorrent's full software stack, including the TT-Forge™ compiler.
Run, debug, and iterate on complex AI architectures, large language models, or novel neural networks locally, benefiting from dedicated, high-performance liquid-cooled acceleration.
Companies developing specialized edge AI devices or embedded systems need powerful, yet efficient, AI acceleration that can be deeply integrated and customized, avoiding vendor lock-in and ensuring optimal performance for specific workloads.
License Tenstorrent's flexible IP for integration into custom ASIC designs or specialized embedded platforms.
Collaborate with Tenstorrent to tailor hardware configurations and architectural elements based on specific performance, power, and area requirements for the target edge application.
Develop and compile highly optimized, power-efficient AI models using TT-Forge™ for seamless deployment and execution on the custom-designed Tenstorrent-powered edge hardware.
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While NVIDIA is a market leader in GPUs for AI, Tenstorrent differentiates itself with an open-source software stack, RISC-V based architecture, and a focus on specialized AI processors, offering an alternative for those seeking more control and transparency in their AI hardware.
Intel offers various AI accelerators and CPUs. Tenstorrent provides dedicated, purpose-built AI hardware from accelerator cards to servers, coupled with an open-source compiler, potentially offering more optimized performance for specific AI workloads and greater developer freedom.
Groq also offers specialized AI chips for fast inference. Tenstorrent distinguishes itself with its RISC-V foundation, comprehensive open-source software stack (TT-Forge), and a broader product range including workstations and IP licensing, fostering a more open and adaptable AI ecosystem.

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