Coming soon: NVIDIA Tesla P40, 24 GB VRAM

Whisper GPU Server

Transcribe audio and video with OpenAI Whisper on an NVIDIA Tesla P40 (24 GB VRAM, Pascal architecture), with audio kept on your own server. GPU servers are not orderable yet; contact us to be notified when they are.

$ pip install openai-whisper && whisper audio.mp3 --model large-v3 --device cuda
# Example install command

What is Whisper on a GPU VPS?

OpenAI Whisper is an open-source speech recognition model. Running it on a GPU is much faster than on a CPU and keeps your audio on your own server.

Whisper on a VPS.org GPU server

GPU Speed

Whisper runs much faster on a GPU than on a CPU.

99 Languages

Whisper transcribes and translates speech in 99 languages.

Private Processing

Audio stays on your server.

Batch Processing

Work through large audio libraries in batches.

Popular Whisper Use Cases

Podcast transcription
Meeting notes
Subtitle generation
Call center analytics
Content accessibility
Voice-to-text APIs

Planned GPU Specifications

GPUNVIDIA Tesla P40
VRAM24 GB GDDR5
CUDA Cores3,840
FP3212 TFLOPS
INT847 TOPS
Memory BW346 GB/s
ArchitecturePascal (GP102)
PassthroughPCIe passthrough

Frequently Asked Questions

What is Whisper on a GPU VPS?

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Whisper can use an NVIDIA GPU to speed up its work. VPS.org GPU servers are not available to order yet; contact us to hear when they are. Whisper is an audio / speech workload. CPU-side I/O matters as much as GPU compute, so make sure your disk read speeds keep up with batch processing.

How do I set up Whisper on a GPU VPS?

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GPU servers are not available to order yet. Today you can run Whisper on a regular CPU plan, where it works far more slowly than on a GPU: SSH in and run pip install openai-whisper && whisper audio.mp3 --model large-v3 --device cuda.

How much VRAM do I need for Whisper?

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Audio models are generally VRAM-light. Whisper Large fits in about 10 GB of VRAM, and TTS models typically need 2 to 8 GB.

How much would a GPU server for Whisper cost?

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GPU pricing will be published when GPU servers can be ordered. Contact us if you want to hear when that happens.

Can I run other tools alongside Whisper?

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Yes. Every VPS.org server comes with full root access, so you can run other tools alongside Whisper within the server's RAM and storage.

Do I get full root on the Whisper GPU VPS?

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Every VPS.org server comes with full root SSH access, so you can install drivers, libraries and Whisper however you need.

Does VPS.org preinstall CUDA for Whisper?

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No. No server comes with a CUDA runtime or NVIDIA driver preinstalled, and GPU servers are not available to order yet. You install the versions Whisper needs yourself.

Does my Whisper GPU VPS persist between sessions?

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Yes. VPS.org servers are persistent virtual machines, not ephemeral instances: Whisper models, configs and data stay on the server's SSD storage until you delete them.

Where should I store data for my Whisper workload?

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Keep working data on the server's SSD for fast access during Whisper runs, and copy finished artifacts (weights, generations, embeddings) to storage outside VPS.org; snapshots and backups stay on the same storage cluster.

Can I scale my Whisper GPU VPS later?

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You can upgrade any VPS.org server to a larger plan from the control panel; the resize restarts it and your Whisper install carries over. GPU servers are not available yet.

Are backups available for my GPU VPS?

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Yes. Backups are a paid add-on (daily +30% of the plan price, kept 7 days; weekly +20%, kept 28 days) and snapshots are free, which is useful before long Whisper runs. Both stay on the same storage cluster as the server.

Can I get a refund?

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Contact support within 30 days of your first purchase to request a refund. GPU servers are not sold yet, so no GPU order is involved.

Want to Run Whisper on a GPU Server?

GPU servers are not orderable yet. Tell us about your workload and we will let you know when they are.