Salad
The Most Affordable Cloud for AI/ML Inference at Scale
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Description:
Salad is a cloud computing platform that provides access to thousands of consumer GPUs for AI/ML inference at scale. It offers a fully managed container service, Salad Container Engine (SCE), which allows users to deploy their AI/ML models without the need to manage VMs or individual instances. Salad also provides a dedicated proxy service, Salad Gateway Service (SGS), which offers low-latency access to global edge nodes. With Salad, users can save up to 90% on their cloud costs compared to traditional cloud providers.
For Tasks:
For Jobs:
ai/ml engineer
data scientist
machine learning engineer
computer vision engineer
natural language processing engineer
Features
- Fully managed container service
- Access to thousands of consumer GPUs
- Simple usage-based pricing
- Global edge network
- Multi-cloud compatibility
Advantages
- Up to 100X more inferences per dollar compared to managed services and hyperscalers
- Save up to 50% on orchestration services from big box providers
- Distribute data batch jobs, HPC workloads, and rendering queues to thousands of 3D accelerated GPUs
- Bring workloads to the brink on low-latency edge nodes located in nearly every corner of the planet
- Trusted by 100s of machine learning and data science teams
Disadvantages
- May not be suitable for all AI/ML workloads
- Limited support for certain AI/ML frameworks and tools
- Potential for performance variability due to the use of consumer GPUs
Frequently Asked Questions
-
Q:What is Salad?
A:Salad is a cloud computing platform that provides access to thousands of consumer GPUs for AI/ML inference at scale. -
Q:What are the benefits of using Salad?
A:Salad offers a number of benefits, including up to 100X more inferences per dollar compared to managed services and hyperscalers, savings of up to 50% on orchestration services from big box providers, and the ability to distribute data batch jobs, HPC workloads, and rendering queues to thousands of 3D accelerated GPUs. -
Q:Is Salad suitable for all AI/ML workloads?
A:Salad may not be suitable for all AI/ML workloads, particularly those that require high performance or specialized hardware. -
Q:What is the pricing for Salad?
A:Salad offers a simple usage-based pricing model, with prices starting from $0.02/hr for GPUs. -
Q:How do I get started with Salad?
A:You can get started with Salad by signing up for a free account and creating a container image of your AI/ML model.
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