
We're back with a new round of updates here at Vast.ai\! These past few months, we've expanded our offerings so you can get the most out of your time and budget – with new hardware options, fresh templates, and continued enhancements to elevate your experience.

To that end, we're pleased to offer **NVIDIA B200 GPUs** for rent\! These incredibly powerful machines deliver exceptional performance for develop-to-deploy pipelines and all of your most demanding enterprise AI tasks.

But that's not all. Here are the details on what's new\!

### NVIDIA Cloud GPU Updates

As mentioned, the NVIDIA B200 joins our growing GPU lineup, bringing you more power and options than ever.

Featuring **192 GB** of HBM3e memory with extremely high bandwidth, the B200 is ideal for high-throughput AI workloads like fine-tuning, Retrieval-Augmented Generation (RAG), and LLM inference. For additional information and pricing details, learn more [here](https://vast.ai/pricing/gpu/B200).

### Fresh New Templates

We've also rolled out several templates that expand what you can build and run on Vast. Jump-start your creative and technical projects with templates such as:

-   [**InvokeAI**](https://cloud.vast.ai/?ref_id=62897&template_id=c309df384010cf9d3dc9abb9e0a5a6fd) – A creative engine providing a professional web interface for AI image generation using Stable Diffusion models.

-   [**Langflow \+ Ollama**](https://docs.vast.ai/langflow-ollama) – A visual AI workflow platform with an intuitive drag-and-drop interface in Langflow and a hosted Ollama API server with models like Llama, Mistral, and more.

-   [**Ostris AI Toolkit**](https://cloud.vast.ai/?ref_id=62897&template_id=81e6e9dd266d9bdbcbb0fd48b9afe357) – A complete environment for training custom Stable Diffusion models, LoRAs, and other AI image generation models using your own datasets.

-   [**ACE Step**](https://cloud.vast.ai/?ref_id=62897&creator_id=62897&name=ACE%20Step%20Music%20Generation) – An AI-powered music generation system that lets you create original music through a simple web interface.

### Other Improvements

We've recently updated our Discord server to make conversations more focused, relevant, and helpful for you. Didn't know we had a Discord? [**Join us**](https://discord.gg/vast) there today for direct access to updates, technical guidance, and our supportive user community\!

We've also made an important update to how API keys are handled. To strengthen security, **API keys are now one-time viewable and not readable anywhere on Vast.** Be sure to store your key off of Vast when it's created, as it won't be visible again afterward. Vast.ai API endpoints will no longer return API keys as part of their response (see details in change log below).

That wraps up the updates for October 2025\!

### Our Commitment

From the new B200 GPUs to convenient templates that help you move from idea to execution, this month's updates continue our mission to make high-performance compute accessible to everyone. We're here to help you build faster and create more, with a platform that grows with your needs.

Need assistance? Reach out to our customer support team at [support@vast.ai](mailto:support@vast.ai) or join our [Discord](https://discord.gg/vast) server anytime for tips, troubleshooting, and community insights.

### Change Log

#### **InvokeAI Template now available\!**

InvokeAI is a leading creative engine for Stable Diffusion models that provides a professional web interface for AI image generation. It's perfect for artists, designers, content creators, or anyone wanting to generate stunning AI artwork. Find the InvokeAI template on Vast.ai [here](https://cloud.vast.ai/?ref_id=62897&template_id=c309df384010cf9d3dc9abb9e0a5a6fd).

#### **Langflow Template & Guide are now live\!**

This template gives you a complete visual AI workflow platform with Langflow and a hosted Ollama API server running in Docker containers. Langflow provides an intuitive drag-and-drop interface for building complex AI applications, while Ollama serves as your private LLM backend with models like Llama, Mistral, and more. Learn how to launch Langflow on Vast.ai [here](https://docs.vast.ai/langflow-ollama).

#### **Ostris AI Toolkit Template now available\!**

This template gives you a complete Stable Diffusion training environment with the Ostris AI Toolkit running in a Docker container. The toolkit provides an intuitive web interface for training custom Stable Diffusion models, LoRAs, and other AI image generation models with your own datasets. Find the Ostris template on Vast.ai [here](https://cloud.vast.ai/?ref_id=62897&template_id=81e6e9dd266d9bdbcbb0fd48b9afe357).

#### **ACE Step Template now available\!**

This template gives you a hosted ACE Step music generation server running in a Docker container. ACE Step is an AI-powered music generation system that lets you create original music through a web interface. It's perfect for musicians, content creators, developers, or anyone who wants to experiment with AI music generation. Find the ACE-Step template on Vast.ai [here](https://cloud.vast.ai/?ref_id=62897&creator_id=62897&name=ACE%20Step%20Music%20Generation).

# **Vast Discord Update: Unlock Your Channels\!**

We’ve streamlined our Discord to make it cleaner, faster, and more relevant to you. Here’s what’s changed.

## **Connect your Vast account to instantly unlock channels designed for your role:**

-   **Hosts** → Access to \#Hosting, \#Hosting-rigs, \#Support-hosting. (More host channels coming soon\!)
-   **Clients** → Unlock support rooms for templates, feature requests, and more.

# **API Key Security Update \+ API Breaking Changes**

**API keys are now one-time viewable and not readable anywhere on Vast.** You will need to store your API key off of Vast at the moment it is created, as it will only be visible this one time. If you need access to your existing API key, and did not store it off of Vast, you will need to delete it and create a new one. **Vast.ai API endpoints will no longer return API keys as part of their response.** However, we've added **key_id** to responses specifically for cases like this. The newly added key_id can be used to verify a user instead of api_key in certain scenarios. The key_id associated with a user's API key is returned from the show api keys endpoint / command.

## **key_id is now available for these API calls:**

-   create_user \- POST /api/v0/users
-   log in (regular and oauth and tfa) \- PUT /api/v0/users/current
-   update_user \- PUT /api/v0/users
-   get_current_user \- GET /api/v0/users/current
-   get_root_user \- GET /api/v0/users/root
-   connect_discord \- GET /api/v0/oauth/connect-discord/
-   disconnect_discord \- DELETE /api/v0/admin/disconnect-discord/
-   get_subaccounts \- GET /api/v0/subaccounts/

## **The following API key endpoints are now deprecated:**

-   GET /api/v0/auth/apikeys/&#123;id&#125;/
-   PUT /api/v0/commands/reset_apikey/

## **And the following will now have null for the key values:**

-   GET /api/v0/auth/apikeys/
-   GET /api/v0/team/apikeys/

## **New NVIDIA B200s added\!**

B200 GPUs are ideal for high-throughput AI workloads like fine-tuning, Retrieval-Augmented Generation, and LLM inference. These GPUs feature 192 GB of HBM3e memory with extremely high bandwidth.

-   [Learn more](https://vast.ai/pricing/gpu/B200)
-   [Rent now](https://cloud.vast.ai/?gpu_option=B200)


Discover what's new at Vast.ai! From the powerful NVIDIA B200 GPUs to fresh AI templates like InvokeAI, Langflow + Ollama, and Ostris, plus security and API updates — explore how we're making high-performance compute faster, safer, and more creative for everyone.

October 2025 Product Update


# January 2025 Product Update

We're back with our first product update of 2025!

This month, we're pleased to announce we've added support for [DeepSeek R1](https://vast.ai/article/deepseek-r1-open-source-disruptor-or-overhyped-upstart), so you can easily run this powerful new LLM through our platform. Our DeepSeek R1 / Ollama WebUI Guide and Ollama template streamline the process, giving you a seamless way to leverage DeepSeek's capabilities for your own projects.

As your trusted partner in cloud GPU resources, we're constantly working to enhance every aspect of our platform. As with every update, we prioritize addressing any technical hiccups that may affect your experience on Vast. Here are some of the latest bugs we've fixed since our last update:

- Teams account switching bugs.
- Teams invite bugs and UX issues.
- Fixed earning page issues related to earning display and Stripe.
- Erroneous client build errors showing on machines.
- Bandwidth speeds misreporting.
- Instances open button issues.

## NVIDIA Cloud GPU Updates

Here at Vast.ai, we're always looking for ways to make your experience even better, whether you're exploring cutting-edge AI models or running established workflows.

### Highlights of the latest enhancements:

- Added [](https://docs.vast.ai/ollama-webui)[DeepSeek R1 / Ollama + WebUI Guide](https://docs.vast.ai/ollama-webui) and [](https://cloud.vast.ai/template/readme/5d2c8df8e0d0ab7d1a7a3ed0f9105637)[Ollama Template](https://cloud.vast.ai/template/readme/5d2c8df8e0d0ab7d1a7a3ed0f9105637).
- Updated [](https://cloud.vast.ai/account/)[Earning Page](https://cloud.vast.ai/account/) UI, including visualizations of referral program earnings, template performance, and host earnings.
- [Docs Overhaul](https://docs.vast.ai/) – We cleaned up API Docs, replatformed and fixed Docs pages UI/UX and search issues, and added new guides.
- [Vast.ai Base Docker Image](https://github.com/vast-ai/base-image) – This clonable repo allows template creators to quickly and easily build on top of a generic Vast.ai Docker image.
- [Audit Logs](https://cloud.vast.ai/account/) added to web UI – Users can filter and view history of actions taken on their account.
- (Rolling out) Onboarding Flow – Helpful sidebar checklist that guides new users (including referrals) through all the steps necessary to launch their first instance.

For the full list of all our January 2025 updates, you can find the complete change log at the bottom of this page. We're excited for you to explore all the latest improvements!

## Our Commitment

Whether you're looking to get started with DeepSeek R1 or interested in exploring GPU or VM rental options, we're here to help you make the most of our platform. Got questions? We'd love to hear from you!

Send us an email anytime at [support@vast.ai](mailto:support@vast.ai), or join our Discord community for instant access to resources and helpful discussions. Let us show you how Vast.ai can power your next project!

## Change Log

### Features:

- Updated [](https://cloud.vast.ai/account/)[Earning Page](https://cloud.vast.ai/account/) UI, including visualizations of referral program earnings, template performance, and host earnings.
- [Docs Overhaul](https://docs.vast.ai/) – We cleaned up API Docs, replatformed and fixed Docs pages UI/UX and search issues, and added new guides.
- [Vast.ai Base Docker Image](https://github.com/vast-ai/base-image) – This clonable repo allows template creators to quickly and easily build on top of a generic Vast.ai Docker image.
- [Audit Logs](https://cloud.vast.ai/account/) added to web UI – Users can filter and view history of actions taken on their account.
- [Account Page](https://cloud.vast.ai/account/) UI Refresh.
- (Rolling out) Onboarding Flow – Helpful sidebar checklist that guides new users (including referrals) through all the steps necessary to launch their first instance.

### Templates & Guides:

- Added [](https://docs.vast.ai/ollama-webui)[DeepSeek R1 / Ollama + WebUI Guide](https://docs.vast.ai/ollama-webui) and [](https://cloud.vast.ai/template/readme/5d2c8df8e0d0ab7d1a7a3ed0f9105637)[Ollama Template](https://cloud.vast.ai/template/readme/5d2c8df8e0d0ab7d1a7a3ed0f9105637).
- Added [](https://docs.vast.ai/image-generation)[Image Generation Guide](https://docs.vast.ai/image-generation).
- Added [](https://docs.vast.ai/linux-virtual-machines)[Linux Virtual Machine Guide](https://docs.vast.ai/linux-virtual-machines).
- Added [](https://docs.vast.ai/linux-virtual-desktop)[Linux Virtual Desktop Guide](https://docs.vast.ai/linux-virtual-desktop).
- Added [](https://docs.vast.ai/pytorch)[PyTorch Guide](https://docs.vast.ai/pytorch).
- Added [](https://cloud.vast.ai/?ref_id=62897&template_id=0616da77103ae90486bf60b8ddcd4d9c)[NVIDIA CUDA Base Template](https://cloud.vast.ai/?ref_id=62897&template_id=0616da77103ae90486bf60b8ddcd4d9c).
- Updated A1111 Template.
- Updated PyTorch Templates.
- Updated KVM Desktop Template.

### Bug Fixes:

- Teams account switching bugs.
- Teams invite bugs and UX issues.
- Fixed earning page issues related to earning display and Stripe.
- Disk space selection mismatches and errors.
- Erroneous client build errors showing on machines.
- Bandwidth speeds misreporting.
- Machine API key saving issue.
- Various template editor UI issues related to version tags, environment vars, and ports.
- Various template listing UI issues related to loading / “load more” and card display.
- Instances open button issues.
- Security issues.


Vast.ai's January 2025 update adds support for DeepSeek R1, new guides, UI enhancements, bug fixes, and NVIDIA GPU improvements to enhance cloud experience and performance.

January 2025 Product Update


# Vast.ai Highlights: 2024 Round-Up

As we set sail on 2024, we'd like to take a moment to reflect on what's been a landmark year for Vast.ai. From expanding our hardware offerings to improving user experience across the board, we've achieved significant progress in making GPU compute more accessible and efficient for everyone.

Let's take a look back at the highlights of the past year!

## Q1: Setting the Foundation

We kicked off January by introducing our Teams feature, allowing multiple users to manage a single account with customizable roles and permissions. Along with OAuth support for Google and GitHub, this has made account management more flexible and secure than ever.

February brought exciting news for those working with different architectures – we added support for GH200 as well as ARM64 platforms, including the Grace Hopper superchip.

In March, we began beta hosting support for AMD GPUs. We also introduced @Vasti, the Discord bot that is trained on our documentation and can answer questions when it's tagged in a channel or contacted via direct message.

## Q2: Expanding Horizons

May marked a significant expansion in our hardware offerings with the addition of both Radeon and Instinct product lines from AMD. Combined with the existing array of NVIDIA machines available for rent on our marketplace, [this update](https://vast.ai/article/announcing-amd-support) gave users even more options to find exactly the right GPU for their needs.

In June, we eliminated hosting fees entirely. Instead, we transitioned to a more flexible internal surcharge model, making our platform more attractive for hosts while keeping the renter experience unchanged.

## Q3: Powering Innovation

July saw the addition of the H100 NVL to our GPU lineup. This NVIDIA powerhouse, designed specifically for large language model (LLM) deployment, expands the possibilities for both hosts and renters – and its addition represents our commitment to supporting cutting-edge AI development.

In August, we were proud to sponsor [NextEpoch 2024](https://vast.ai/article/NextEpoch-2024-Bringing-ML-to-the-next-generation-of-scientists), contributing both prizes and GPU computing power to support workshop participants as they explored the intersection of machine learning and biological research.

In September, we added to our website resources with the release of a guide on [serving Infinity Embeddings](https://vast.ai/article/serving-vllm-embeddings-on-vast-ai). (It can be found in the [Docs](https://docs.vast.ai/) section of our website, along with many other guides and resources with valuable insights for our users.)

## Q4: Looking to the Future

As we entered the final quarter, October brought the beta release of virtual machine (VM) support running on Kernel Virtual Machine, giving hosts more flexibility in their setups. Later in the year, we rolled out the [official update](https://vast.ai/article/announcing-virtual-machine-rental-on-vast-ai): Vast now offers full VMs alongside Docker-based instance rentals. This offering is designed to support larger customers and more diverse workflows via GPU remote desktop.

Rounding out the year, we added NVIDIA's H200 GPUs to our listings in November, ensuring that our platform remains a go-to destination for users seeking cutting-edge hardware.

Looking back, we're proud of how far Vast.ai has come over the past year. Whether you're a host or a renter, a small startup or an established enterprise, we've worked hard to make our platform better serve your needs.

As we move into 2025, we're excited about what's next! Thank you for being part of our journey this year.


A moment to reflect on what's been a landmark year for Vast.ai

Vast.ai Highlights: 2024 Round-Up


# December 2024 Product Update

Welcome to our last update of the year... The big news for December is that virtual machines (VMs) are now available to all users on Vast!

Added to our Docker-based instance rentals, this new *VM rental option* will better serve larger customers and accommodate a broader range of workflows via GPU remote desktop. Check out our blog post outlining the benefits, key things to know, and how to get started with VMs [here](https://vast.ai/article/announcing-virtual-machine-rental-on-vast-ai).

As usual over the past month, we've worked on improving efficiency and resolving bugs. The following are some of the latest fixes we've implemented:

-   Fixed issues with instance Open button.
-   Made template UX fixes and enhancements.
-   Fixed GPU index mapping.
-   Connect button no longer prompts user to set up SSH keys if already set in certain scenarios.
-   Fixed display of recent templates.
-   Fixed AMD bandwidth issue.

## NVIDIA Cloud GPU Updates

Here at Vast.ai, we see product updates as opportunities to improve your workflow. We focus on usability and performance enhancements in order to deliver an optimized experience for every user.

### Highlights of the latest enhancements:

-   VMs have now been rolled out for all users.
-   *New Template Experience* rolled out for all users.
-   Improved instance copy functionality for Docker instances and VMs.
-   Added CLI tools for hosts to self-test their machines and get feedback on issues.
-   Improved Admin tooling for host testing and verification.
-   Updated VM documentation.

The full list of this month's updates can be found in the *December 2024 change log* at the bottom of this page.

## Our Commitment

We're proud of being the market leader in low-cost cloud GPU rental, bringing you a simple interface to save 5-6X on GPU compute. Now, with our VM rental option, we're offering a whole new level of flexibility, allowing you to leverage full-system resources for high-performance tasks. No matter what your computing needs are, our services are built to support your success.

*Need help or have questions?* Our team is ready to assist you via email at [support@vast.ai](mailto:support@vast.ai) and on [Discord](https://discord.gg/vastai), so you can stay focused on your projects without missing a beat.

## Change Log

### Features:

-   VMs rolled out for all users.
-   *New Template Experience* rolled out for all users.
-   Improved instance copy functionality for Docker instances and VMs.
-   Added CLI tools for hosts to self-test their machines and get feedback on issues.

### Templates / Miscellaneous:

-   Improved Admin tooling for host testing and verification.
-   VM template featured.
-   VM documentation updated.

### Bug Fixes:

-   Fixed issues with instance Open button.
-   Template links always filter GPU search results as expected.
-   Template UX fixes and enhancements.
-   Fixed GPU index mapping.
-   Connect button no longer prompts users to set up SSH keys if already set in certain scenarios.
-   Fixed display of recent templates.
-   Fixed AMD bandwidth issue.
-   Fixed security issue.


December 2024 Product Update


# November 2024 Product Update

Another month, another product update! Here at **Vast.ai**, our GPU rental platform continues to prove that accessing compute power for cutting-edge research and machine learning doesn't have to break the bank – we're committed to delivering top-notch performance while keeping costs affordable.

## NVIDIA H200 GPUs Now Available

One of the exciting updates this month is that **NVIDIA H200 GPUs** are now listed on Vast! These industry-leading GPUs offer unprecedented performance, giving you even more options for your computing needs.

---

## Bug Fixes and Performance Improvements

As always, we've prioritized resolving bugs and fine-tuning performance since our last update. Here are some of the latest fixes we've made:

- Fixed issues with virtual machines (VMs) beta related to SSH keys, memory limits, and port reuse.
- Resolved issues with new template search and editor UI.
- Fixed address displayed on downloaded invoice.
- SSH buttons now always display when an instance is running.
- Fixed GPU bandwidth reporting error.
- Fixed potential vulnerability with instances.

---

## NVIDIA Cloud GPU Updates

At Vast.ai, product updates go beyond bug fixes – we're always looking for ways to enhance usability and performance. Whether you're a long-time user or just getting started, these changes are designed to make your experience smoother and more efficient.

### Highlights of the latest enhancements:
- **NVIDIA H200s** (as mentioned) are now listed on Vast.
- Continued VM beta rollout.
- Added direct link button to Jupyter terminal (for Jupyter-enabled instances).
- Updated numerous templates:
  - Whisper ASR
  - PyTorch NGC
  - ROCm Ubuntu
  - Oobabooga
  - NVIDIA CUDA
  - And more.
- Added **Fooocus API template**.

You can find the full list of this month's updates in the **October 2024 change log** at the bottom of the page.

---

## Our Commitment

Here at **Vast.ai**, our mission is to provide an accessible, efficient GPU rental platform that's well suited to the unique needs of both users and hosts. Whether you're launching a new project or fine-tuning a long-term deployment, we're here to support you every step of the way.

**Have questions?** Reach out to us at [support@vast.ai](mailto:support@vast.ai), or join the conversation on our [Discord server](https://discord.gg/vastai) to connect with fellow users and find helpful resources.

---

## Change Log

### Features:
- **NVIDIA H200s** are now listed.
- Continued VM beta rollout.
- Added direct link button to Jupyter terminal (for Jupyter-enabled instances).

### Templates / Miscellaneous:
- Added **Fooocus API template**.
- Updated **Whisper ASR template**.
- Updated **PyTorch NGC template**.
- Updated **NVIDIA RAPIDS template**.
- Updated **ROCm Ubuntu template**.
- Updated **Oobabooga template**.
- Updated **PyTorch (ROCm) template**.
- Updated **NVIDIA CUDA template**.
- Updated **PyTorch (cuDNN Devel) template**.
- Updated **PyTorch (cuDNN Runtime) template**.

### Bug Fixes:
- Fixed issues with VMs beta related to SSH keys, memory limits, and port reuse.
- Fixed issues with new template search and editor UI.
- Fixed address displayed on downloaded invoice.
- SSH buttons now always display when an instance is running.
- Fixed GPU bandwidth reporting error.
- Fixed host verification display issue.
- Fixed potential vulnerability with instances.


November 2024 Product Update


# October 2024 Product Update

Welcome back to another update from the Vast.ai team! Our commitment to excellence means we're always looking for ways to improve your experience. We understand how critical reliable, affordable computing resources are to our customers.

So let's get into the nitty-gritty details of our latest improvements! Here are some of the key bug fixes we've made since our last update:

- **Improved** Billing page display and performance.
- **Fixed** Sentry integration.
- **Added** clearing of cookies/cache after user fails CAPTCHA.
- **Fixed** Search page rent request progress display.
- **Made improvements to** Autoscaler.
- **Fixed** new Templates page performance and issue with saving credentials on Docker login.

## NVIDIA Cloud GPU Updates

Product development is at the heart of what we do. This month we've focused on delivering meaningful improvements that make your experience on Vast even more powerful and intuitive. Our goal is always to give you more control, flexibility, and value with every update.

### Highlights of the latest enhancements:
- **Added** virtual machine (VM) beta for VMs running on Kernel Virtual Machine (KVM) as an optional feature for hosts (see [Docs page for VMs](#)).
- **New Template editor** and listing UXs (opt-in).
- **Added** host call to force delete a machine.
- **Improved** machine maintenance descriptions.
- **Added** info to Docs for machine tiers (datacenter, verified, and deverified).
- **Expanded** Dark Mode support.

For a full list of all changes this month, check out the change log for our October 2024 product updates at the bottom of this page.

---

## Our Commitment

At Vast.ai, we're passionate about delivering a seamless, budget-friendly cloud GPU rental experience that caters to the diverse needs of both renters and hosts. We're committed to being your reliable partner from project inception to completion.

Need assistance? Feel free to drop us a line anytime at [support@vast.ai](mailto:support@vast.ai), or connect with the community on our [Discord server](#) where help and resources are always at your fingertips!

---

## Change Log

### Features:
- **Added** virtual machine (VM) beta.
- **New Template editor UX** (opt-in).
- **New Template listing UX** (opt-in).
- **Added** Host call to force delete a machine.
- **Expanded** Dark Mode support.
- **Improved** machine maintenance descriptions.

### Templates / Miscellaneous:
- **Updated** A1111 template.
- **Updated** PyTorch (cuDNN Runtime) template.
- **Added** SD WebUI Forge template.
- **Docs** for VMs.
- **Added** Ollama template.
- **Updated** Kohya’s GUI template.
- **Updated** TGI template (TLS/Auth).
- **Docs** for template creation.
- **Docs** for machine tiers (datacenter, verified, deverified).
- **Improved** Docs for Autoscaler.

### Bug Fixes:
- **Fixed** Billing page display and performance.
- **Fixed** Sentry integration.
- **Fixed** referral link template selection.
- **Fixed** Search page rent request progress display.
- **Fixed** template change on instances.
- **Fixed** auto-billing issue with empty threshold.
- **Added** clearing of cookies/cache after user fails CAPTCHA.
- **Fixed** new Templates page performance and Docker login credential saving.
- **Autoscaler** improvements.


Posts about: Update

October 2025 Product Update

January 2025 Product Update

Vast.ai Highlights: 2024 Round-Up

December 2024 Product Update

November 2024 Product Update

October 2024 Product Update