Audience
Developers and companies searching for an inference server solution to improve AI production
About NVIDIA Triton Inference Server
NVIDIA Triton™ inference server delivers fast and scalable AI in production. Open-source inference serving software, Triton inference server streamlines AI inference by enabling teams deploy trained AI models from any framework (TensorFlow, NVIDIA TensorRT®, PyTorch, ONNX, XGBoost, Python, custom and more on any GPU- or CPU-based infrastructure (cloud, data center, or edge). Triton runs models concurrently on GPUs to maximize throughput and utilization, supports x86 and ARM CPU-based inferencing, and offers features like dynamic batching, model analyzer, model ensemble, and audio streaming. Triton helps developers deliver high-performance inference aTriton integrates with Kubernetes for orchestration and scaling, exports Prometheus metrics for monitoring, supports live model updates, and can be used in all major public cloud machine learning (ML) and managed Kubernetes platforms. Triton helps standardize model deployment in production.
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FauxPilot
FauxPilot is an open source, self-hosted alternative to GitHub Copilot. It utilizes the SalesForce CodeGen models on NVIDIA's Triton Inference Server with the FasterTransformer backend for local code generation. It requires Docker, an NVIDIA GPU with sufficient VRAM, and the ability to split the model across multiple GPUs if needed. The setup involves downloading models from Hugging Face and converting them for FasterTransformer compatibility.
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Modular
Modular is a unified AI inference platform designed to run models efficiently across diverse hardware environments. It enables developers to deploy and scale AI workloads on GPUs, CPUs, and ASICs using a single, integrated stack. The platform optimizes performance from low-level GPU kernels to high-level API endpoints. Modular supports both managed cloud deployments and self-hosted environments, offering flexibility for different use cases. It allows users to run open-source or custom models with high performance and cost efficiency. With features like hardware portability and dynamic scaling, it reduces vendor lock-in and infrastructure complexity. By combining performance optimization and deployment simplicity, Modular helps teams build and run AI applications at scale.
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BentoML
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NVIDIA NIM
Explore the latest optimized AI models, connect AI agents to data with NVIDIA NeMo, and deploy anywhere with NVIDIA NIM microservices. NVIDIA NIM is a set of easy-to-use inference microservices that facilitate the deployment of foundation models across any cloud or data center, ensuring data security and streamlined AI integration. Additionally, NVIDIA AI provides access to the Deep Learning Institute (DLI), offering technical training to gain in-demand skills, hands-on experience, and expert knowledge in AI, data science, and accelerated computing. AI models generate responses and outputs based on complex algorithms and machine learning techniques, and those responses or outputs may be inaccurate, harmful, biased, or indecent. By testing this model, you assume the risk of any harm caused by any response or output of the model. Please do not upload any confidential information or personal data unless expressly permitted. Your use is logged for security purposes.
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Pricing
Starting Price:
Free
Free Version:
Free Version available.
Integrations
Company Information
NVIDIA
United States
developer.nvidia.com/nvidia-triton-inference-server
Videos and Screen Captures
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Product Details
Platforms Supported
Windows
Mac
Linux
Training
Documentation
In Person
Videos
Support
Phone Support
Online
NVIDIA Triton Inference Server Frequently Asked Questions
Q: What kinds of users and organization types does NVIDIA Triton Inference Server work with?
NVIDIA Triton Inference Server works with these users and organization types: Mid Size Business, Small Business, Enterprise, Freelance, Nonprofit, Government, and Startup.
Q: What languages does NVIDIA Triton Inference Server support in their product?
NVIDIA Triton Inference Server supports these languages: English.
Q: What kind of support options does NVIDIA Triton Inference Server offer?
NVIDIA Triton Inference Server offers support via phone support and online.
Q: What other applications or services does NVIDIA Triton Inference Server integrate with?
NVIDIA Triton Inference Server integrates with: Alibaba CloudAP, Amazon Elastic Container Service (Amazon ECS), Amazon EKS, Amazon SageMaker, Azure Kubernetes Service (AKS), Azure Machine Learning, FauxPilot, Gemini platform, Google Kubernetes Engine (GKE), HPE Ezmeral, Kubernetes, LiteLLM, MXNet, NVIDIA DeepStream SDK, NVIDIA Morpheus, Prometheus, PyTorch, Tencent Cloud, TensorFlow, and Thunder Compute.
Q: What type of training does NVIDIA Triton Inference Server provide?
NVIDIA Triton Inference Server provides training in the form of documentation, in person, and videos.
Q: How much does NVIDIA Triton Inference Server cost?
Pricing for NVIDIA Triton Inference Server starts at Free.
