Serve inference faster with a solution
that scales with you.
Nebulatrix Inference Service offers a modern way to run inference, delivering superior performance and minimal latency while being more cost-effective than other platforms.
Discover what sets our solution apart:
Traditional tech stack
Managed cloud service
Most cloud providers built their architecture for generic use cases and hosting environments rather than compute-intensive use cases.
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VMs host Kubernetes (K8s), which need to run through a hypervisor
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Difficult to scale
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Can take 5-10 min. or more to spin up instances
Multi-modal or serverless Kubernetes in the cloud
Nebulatrix's tech stack
Deploy containerized workloads via Kubernetes for increased portability, less complexity, and overall lower costs.
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No hypervisor layer, so K8s runs directly on bare metal (hardware)
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We leverage Kubevirt to host VMs inside K8s containers
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Easy to scale
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Spin up new instances in seconds
AUTOSCALING
Optimize GPU resources for greater efficiency and less costs.
Autoscale containers based on demand to quickly fulfill user requests significantly faster than depending on scaling of hypervisor backed instances of other cloud providers. As soon as a new request comes in, requests can be served as quickly as:
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5 seconds for small models
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10 seconds for GPT-J
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15 seconds for GPT-NeoX
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30-60 seconds for larger models
SERVERLESS KUBERNETES
Deploy models without having to worry about correctly configuring the underlying framework.
KServe enables serverless inferencing on Kubernetes on an easy-to-use interface for common ML frameworks like TensorFlow, XGBoost, scikit-learn, PyTorch, and ONNX to solve production model serving use cases.
NETWORKING
Get ultramodern, high-performance networking out-of-the-box.
CoreWeave's Kubernetes-native network design moves functionality into the network fabric, so you get the function, speed, and security you need without having to manage IPs and VLANs.
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Deploy Load Balancer services with ease
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Access the public internet via multiple global Tier 1 providers at up to 100Gbps per node
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Get custom configuration with CoreWeave Virtual Private Cloud (VPC)
STORAGE
Easily access and scale storage capacity with solutions designed for your workloads.
Nebulatrix Cloud Storage Volumes are built on top of Ceph, an open-source software designed to support enterprise scalability. Our storage solutions enable easy serving of machine learning models from various storage backends, including S3-compatible object storage, HTTP, and a Nebulatrix Storage Volume.