Articles

Compute

Deploying DeepSeek-R1: A Guide to a Serverless, High-Performaning OpenAI-Compatible Endpoint

Jan 27, 2025

Deploy DeepSeek’s cutting-edge reasoning models on Cerebrium’s serverless architecture. This tutorial walks you through creating an OpenAI-compatible endpoint using vLLM, unlocking cost-efficient, scalable AI deployment.

Comparison

5 Top Free Hosting Platforms for Python Apps

Jan 14, 2025

Choosing the right Python hosting platform can make or break your apps. This in-depth comparison examines five leading platforms - Cerebrium, Beam, Railway, Render, and PythonAnywhere - evaluating their capabilities, limitations, and real-world performance for data-intensive workloads

Comparison

Faster Whisper Transcription: How to Maximize Performance for Real-Time Audio-to-Text

Jan 13, 2025

Whisper is a leading artificial intelligence-powered transcription tool known for delivering accurate speech-to-text results across multiple languages and use cases, from meeting notes to voice translation. This guide explores how to enhance Whisper’s performance using Cerebrium.

Compute

How to Deploy Machine Learning Models: A comprehensive Guide

Jan 9, 2025

Learn the essentials of deploying machine learning models and how to ensure scalability, performance, and cost-efficiency. This guide highlights key considerations and demonstrates deploying models on Cerebrium, a serverless AI infrastructure platform built for seamless scaling and compliance.

Comparison

Top 5 Serverless GPU providers

Nov 18, 2024

Serverless GPUs have transformed the AI infrastructure landscape, enabling developers to deploy, fine-tune, and scale AI workloads more efficiently while optimizing costs. This article reviews five prominent serverless GPU platforms, highlighting their features, cold-start times, and ideal use cases for various AI applications.

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