Inferless
Deploy any machine learning models in minutes.
Listed in categories:
Software EngineeringArtificial IntelligenceDeveloper Tools
Description
Inferless is an effortless infrastructure solution that allows you to deploy machine learning models on serverless GPUs in minutes, enabling you to scale your workloads efficiently without the hassle of managing GPU clusters.
How to use Inferless?
To use Inferless, simply upload your model file via Hugging Face, Git, Docker, or your CLI, choose your deployment settings, and Inferless will handle the rest, automatically scaling your resources as needed.
Core features of Inferless:
1️⃣
Deploy machine learning models on serverless GPUs in minutes
2️⃣
Automatic scaling from zero to hundreds of GPUs
3️⃣
Custom runtime for specific software and dependencies
4️⃣
Automated CI/CD for seamless model updates
5️⃣
Dynamic batching for increased throughput
Why could be used Inferless?
| # | Use case | Status | |
|---|---|---|---|
| # 1 | Deploying machine learning models for startups and enterprises | ✅ | |
| # 2 | Scaling applications with unpredictable workloads | ✅ | |
| # 3 | Monitoring and refining models during development | ✅ | |
Who developed Inferless?
Inferless Inc. is a company focused on providing serverless GPU solutions for machine learning, enabling businesses to deploy their models efficiently without the overhead of managing infrastructure.