Jarvis Labs

With the growing complexity of machine learning and AI development, researchers and practitioners need reliable, scalable cloud platforms to run their computations..jarvislabs.ai offers just that, with a suite of tools and services designed for GPU-accelerated processing. Whether you're training neural networks, running simulations, or developing machine learning models, this platform provides the resources you need to get your projects off the ground. In this article, we'll explore the key features and practical aspects of using the .jarvislabs platform, from account setup to instance management and data storage.

Quick Start Guide

Account Creation and Wallet Recharge

To begin using the Jarvis Labs platform, users should sign up through the provided link here. Next, navigate to the Recharge section to add funds to your account.

Instance Launch and Configuration

The available templates offer both basic framework options like PyTorch and Tensorflow, as well as advanced setups. Launching a template typically takes less than a minute for standard configurations, while custom frameworks may require additional time to prepare docker images and load necessary weights.

Resource Management

Users can easily manage their instances through several key functions:

• Pause: Temporarily stop an instance while maintaining resources.

• Resume: Restart paused instances, including the option to switch GPU types.

• Delete: Permanently remove an instance when no longer needed.

Access Methods

The platform supports multiple access methods for users, including:

• JupyterLab for interactive development

• VSCode for integrated development environment

• SSH for command-line operations

The SSH access requires generating an SSH key, with detailed instructions available in the SSH guide.

Technical Considerations

While the servers provide reliable connection to high-speed internet, download speeds can vary depending on server load, remote conditions, and other factors. To improve performance, users should cancel and restart ongoing downloads.

Payment processing occurs through Stripe, ensuring secure handling of card information. The platform accepts major credit/debit cards through Stripe but does not process PayPal or UPI transactions.

Data storage incurs charges at a rate of $0.00014 per GB per hour, with a minimum of 50 GB costing $5.04 per month. Users must maintain a positive balance to retain data and can check remaining credits through the account dashboard.

For technical support, users can contact hello@jarvislabs.ai. Regular operations recommend regular backups to local machines or dedicated cloud storage services to protect against data loss when funds run negative.

Instance Management

Instances can be managed through three primary functions: Pause, Resume, and Delete. The pause feature temporarily stops an instance while retaining its resources, making it ideal for saving credits during idle periods. Users can resume instances within the same region for seamless operation, and have the option to switch GPU types during this process.

When deleting an instance, users should note that all associated resources are immediately released for other users and cannot be recovered. Additionally, data storage costs are calculated at $0.00014 per GB per hour, meaning 50 GB of storage would incur $5.04 per month - these charges remain active as long as the account balance remains positive.

For users seeking to scale resources, both GPU type and storage capacity can be adjusted according to needs. The platform operates across servers in India and Finland, housed in tier3 and tier4 data centers that maintain strict security standards. All payment processing is handled through Stripe, ensuring secure credit/debit card transactions while excluding PayPal and UPI payment methods.

Access and Security

The platform offers three primary access methods: JupyterLab for interactive development, VSCode for integrated development environments, and SSH for command-line operations. Users can generate an SSH key using the instructions provided in the SSH guide.

Security measures include payment processing through Stripe, which handles all credit/debit card information securely. The platform accepts major credit/debit cards through Stripe but does not process PayPal or UPI transactions. Data storage costs $0.00014 per GB per hour, meaning 50 GB would cost $5.04 per month, and these charges remain active as long as the account balance remains positive.

All servers connect to high-speed internet, with bandwidth shared among users. Download speeds may vary based on server load, remote server conditions, and other factors. Users can improve performance by canceling and restarting ongoing downloads.

For technical support, contact hello@jarvislabs.ai. Regular operations recommend regular backups to local machines or dedicated cloud storage services to protect against data loss when funds become negative. The company recommends using virtual machines (VMs) for Docker operations and provides specific instructions for clearing the Trash folder: rm -rf ~/.local/share/Trash/*.

The company's servers operate in tier3 and tier4 data centers in India and Finland, with no shared or consumer-grade facilities. They do not support cryptocurrency mining and do not offer refunds on purchases. Users can load as little as $5 into their account to try services, with unused funds remaining non-refundable.

Platform Policies

Short-Term Usage Only

Jarvis Labs explicitly limits use to short-term processing needs, with resources automatically pausing when account balances reach zero. All GPU, CPU, and storage resources are immediately re-released upon deletion, with no guarantees of availability once released.

Prohibition of Cryptocurrency Mining

Cryptocurrency mining is strictly prohibited on the platform, designed specifically for GPU processing applications. The company maintains tier3 and tier4 data centers in India and Finland, operating without shared or consumer-grade facilities to ensure enterprise-grade infrastructure.

Unrecoverable Data Loss

When account balances fall negative, instances automatically pause and data becomes permanently unrecoverable. The company strongly recommends regular data backups to local machines or dedicated cloud storage services to prevent loss. The technical support team provides specific instructions for clearing system trash: rm -rf ~/.local/share/Trash/*.

Refund Policy

Users should note that the company does not offer refunds on purchases, with minimum load amounts of $5 allowed to try services. Unused funds remain non-refundable, and the platform operates on a pay-as-you-go model without any discounts as a bootstrapped startup.

Technical Support

The company provides technical support through email at hello@jarvislabs.ai, offering assistance for genuine requirements and specific technical queries. For clearing system trash, users should run the following command: rm -rf ~/.local/share/Trash/*.

To help users maintain optimal performance, the company recommends managing download operations carefully. Ongoing downloads should be canceled and restarted to maximize speed, as performance can vary based on server load, remote server conditions, and other factors. The platform's infrastructure consists of tier3 and tier4 data centers in India and Finland, with no shared or consumer-grade facilities, ensuring enterprise-grade infrastructure.

As a bootstrapped startup, the platform does not offer discounts but allows users to load as little as $5 to try services, with unused funds remaining non-refundable. The company continuously monitors GPU and CPU availability; if resources become unavailable, users are advised to try again after some time.

The technical support team provides detailed guidance on managing platforms through specific lifecycle operations. For instance, when instances are deleted, all associated resources are immediately released for other users and cannot be recovered. Users are advised to maintain a positive account balance to retain data, as storage costs incur at a rate of $0.00014 per GB per hour.