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2025

Google Cloud Storage (GCS) Datastore Support
AWS S3 Datastore Support
NVIDIA L4 GPUs
Improved Job Log Parsing
Multi-Service Endpoint Jobs
Automatic Private Service and Connector Updating
Python 3.12 Environments

2024

Endpoint Auto-Restart
Project Job Restriction Settings
VMWare ESXi CloudBender Nodes
Regional Resource Access Control
Project Secrets
AWS CloudBender Provider
Google Persistent Disk Datastore Support
Local Storage Mode for Cloud Regions
Regional Data Connectors
Regional Services
Private Services Connector
Volumes

2023

CloudBender Physical Provisioning Optimization
Python 3.10 Environments
Checkpoint Export
Interval Checkpointing for Training Jobs
Job Init Script Support
Instant Job Rerun
PyTorch 2.0
Use Large Language Model Checkpoints for Free
Attach Checkpoints to Edge Inference Devices
Create Checkpoints and Datasets from Job Outputs
Automatically Integrate Huggingface Models
Free Public Checkpoints
Reusable Checkpoints Make Models Even More Flexible

2022

Google Drive Storage Source
Deliver Analytics To Customer Securely With Federated Inference
Take Inference to the Edge with GPU-enabled CloudBender Devices
Central Storage Controllers for Physical CloudBender Regions
Azure Blob Storage and Container Registry Integration
Private Endpoints for CloudBender Regions
More Flexibility in Worker Output Format
Wasabi Cloud Storage Integration
Cross-Project Models
CPU-Only Instance Types
Multiple GPU Type Job Specifications
Secure Data Processing With Regional Datastores
Python 3.9 Environments
Custom Web Server Endpoints
Notebook Compression
CloudBender

2021

NVIDIA NGC Catalog Integration
Collaborative Projects for Resource Sharing
Customer Provided Job Environments
REST Endpoints for Inference
Automatic Dependency Installation
Consolidated Account Billing
Load Model Code Directly From Your Laptop
Start Training Models With One Line
RTX 3090 (BFGPU) Instances Now Available
Build Full Machine Learning Pipelines with Inference Jobs
Store Training Results Directly on the Platform
Dataset Viewing
Downloadable Log Extracts for Jobs and Datasets
Stay Modern with Python 3.8 Job Environments
Automate Training with our Python SDK

2020

Spawn Training Jobs Directly From Notebooks
Easy Notebook Forking For Rapid Experimentation
Making Datasets More Flexible and Expanding Environment Options
Kaggle Datasets and API Integration
Centralized, Real-Time Training Job Worker Monitoring
Free to Use Public Datasets
Major UI Overhaul and Direct Notebook Access
Load Data Once, Reuse Infinitely
Serverless Deep Learning On Private Git Repositories
Google Cloud Storage Integration Released
Skip the Cloud Data Transfers with Local Storage
Web (HTTP/FTP) Data Downloads Plus Auto-Extraction of Archives

NVIDIA L4 GPUs

April 30, 2025 · One min read

NVIDIA L4 GPU instance are now available for deployment with CloudBender in AWS and GCP regions.

See the Job Form for more details.

AWS S3 Datastore Support

Improved Job Log Parsing

Get Started

Create an Account
Run a Notebook
Start a Training Job
Run a Serverless Inference Job
Deploy a REST Endpoint

Common Use Cases

Fine-Tune a Stable Diffusion Model
Trigger Serverless Inference From S3
Setup a CI/CD Model Training Workflow
Run a Parallel Model Architecture Search

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