Vast.ai
PaidGPU infrastructure for AI workloads with on-demand instances, serverless endpoints, and dedicated clusters.
Informações da ferramenta
O que é Vast.ai?
Vast.ai provides programmatic access to GPU infrastructure for AI training, inference, fine-tuning, rendering, transcription, and other compute workloads. It offers real-time pricing, per-second billing, and deployment through a web console, CLI, Python SDK, or REST API.
Recursos principais
GPU Cloud
Deploy on-demand GPU instances across more than 40 data centers and 20,000+ GPUs through the console, CLI, Python SDK, or API.
Serverless Endpoints
Deploy models as endpoints with automatic benchmarking, GPU optimization, autoscaling to zero, and billing based on compute time.
GPU Clusters
Use dedicated multi-node GPU clusters with InfiniBand networking for large-scale training.
Programmatic Provisioning
Search, filter, deploy, and scale GPU resources through a console, CLI, Python SDK, and REST API.
Model Templates
Start with ready-to-deploy templates for popular open-source models and frameworks.
Real-Time Pricing
View supply-and-demand GPU pricing and query available prices programmatically.
Open-Source Framework Support
Run open-source frameworks such as vLLM, TGI, and WebUI without proprietary licenses or usage fees.
Casos de uso
- #1
AI Training and Inference
Run machine learning workloads, including model training and inference, on rented GPU infrastructure.
- #2
Text Generation
Deploy and run text-generation models using GPU compute.
- #3
Image and Video Generation
Run image- and video-generation workloads on available GPUs.
- #4
AI Agents
Provision and optimize compute infrastructure for AI agent workloads through APIs.
- #5
Fine-Tuning
Run fine-tuning workloads with on-demand GPU resources.
- #6
Audio Transcription
Use GPU infrastructure for audio-to-text transcription workloads.
- #7
Batch Data Processing
Process batch data workloads using scalable GPU infrastructure.
- #8
Graphics Rendering
Run graphics-rendering workloads on rented GPUs.
Planos de preços
Pricing is determined by supply and demand across available GPUs. The official source states that users can start with as little as $5 and do not need contracts or sales calls. A free tier and fixed subscription plans are not clearly published by the official source.
Alternativas
Perguntas frequentes
What is Vast.ai?
How does Vast.ai pricing work?
How can I provision GPUs on Vast.ai?
Does Vast.ai support serverless inference?
Can Vast.ai be used for large-scale training?
Which frameworks integrate with Vast.ai?
Does Vast.ai offer a free plan?
Vast.ai Contato e mídias sociais
- Endereço1100 Glendon Ave, Suite 1840, Los Angeles, CA, 90024, US
- Telefone
- E-mail de suporte
- Suporte
- Site:
- Twitter
- YouTube
- GitHub
- Discord
Comentários
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