Pardeep Singh

Pardeep is Runpod's CTO and co-founder

Runpod Slashes GPU Prices: More Power, Less Cost for AI Builders

Runpod has reduced prices by up to 40% across Serverless and Secure Cloud GPUs—making high-performance AI compute more accessible for developers, startups, and enterprise teams.
Read article
Cost Optimization

Runpod Serverless Pricing Update

Runpod introduces new Serverless pricing with Flex and Active worker types, offering better scalability and up to 40% lower costs for consistent workloads.
Read article
Product Updates

Introducing FlashBoot: 1-Second Serverless Cold-Start

Runpod’s new FlashBoot technology slashes cold-start times for serverless GPU endpoints, delivering speeds as low as 500ms. Available now at no extra cost, FlashBoot dynamically optimizes deployment for high-volume workloads—cutting costs and improving latency dramatically.
Read article
Product Updates

Reduce Your Serverless Automatic1111 Start Time

If you're using the Automatic1111 Stable Diffusion repo as an API layer, startup speed matters. This post explains two key Docker-level optimizations—caching Hugging Face files and precomputing model hashes—to reduce cold start time in serverless environments.
Read article
AI Infrastructure

How to Automate DreamBooth Image Generation with Runpod's API

Learn how to use Runpod’s DreamBooth API to automate training and image generation. This guide covers preparing training data, sending requests via Postman, checking job status, and retrieving outputs, with tips for customizing models and prompts.
Read article
Learn AI

Set Up DreamBooth with the Runpod Fast Stable Diffusion Template

This guide explains how to launch a Runpod instance using the "Runpod Fast Stable Diffusion" template and train Dreambooth models using the included Jupyter notebooks. The post walks users through deploying the pod, connecting to JupyterLab, preparing instance images, setting training parameters, and running the Dreambooth training workflow. It also covers optional steps such as captioning, adding concept images, testing the trained model using Automatic1111, and uploading to Hugging Face.
Read article
Learn AI

Set Up a Chatbot with Oobabooga on RunPod

This tutorial walks you through deploying Oobabooga’s Text Generation WebUI using the RunPod template. Includes steps for loading Pygmalion 6B and customizing your chatbot.
Read article
Learn AI

Build what’s next.

The most cost-effective platform for building, training, and scaling machine learning models—ready when you are.

12:22