Inferless

Inferless is a smart platform for putting machine learning models to work using serverless GPU. It helps data scientists and developers deploy and scale models easily without managing lots of infrastructure.

Benefits

Inferless lets users pick and deploy models from Hugging Face''s big collection. This includes text models, image tools, and other deep learning apps. You can upload your own models too, and keep training and deploying them through Hugging Face and Inferless. Before deploying, you can test models using Hugging Face''s Inference API to make sure they work right.

Inferless solves common deployment problems like high costs, slow speeds, and complex infrastructure management. It offers serverless machines that automatically adjust based on demand. This ensures quick start times and fixed costs. Users can pick between shared and dedicated GPU instances, depending on what they need and their budget.

The new user interface makes model deployment simple, all on one page. It shows clear info on GPU details, pricing, and performance. A playground feature lets you quickly test models and track inputs and outputs for better understanding. Improved logging keeps inference and build logs separate for faster troubleshooting. AI-powered support through Ask Docs AI gives instant help and guidance.

Inferless helped SpoofSense, a company that detects fake facial AI, achieve high queries per second and low delay with dynamic batching and autoscaling. This made deployment easier and improved performance, saving lots of money and reducing DevOps work.

Inferless charges based on how long and which machine type you use, with different GPU options. It keeps customer data safe through Docker and encrypted model hosting. Logs are managed safely and kept for 30 days before deletion.

Vibes

Inferless is a special tool in the market. It gives a full solution for serverless GPU. Whether for big projects or small apps, Inferless has the tools to keep you ahead in machine learning.

Additional Information

Inferless started in 2023 and is based in Bengaluru, India. The company got funding from a seed round and is supported by investors like Peak XV Partners, Blume Ventures, and Surge. The platform is led by CEO Aishwarya Goel and has a team of 6 people. Inferless is ranked 14th among its competitors, including Wallaroo AI, Octo, and Seldon.}