Deploy GPT-OSS-20B privately with full control
Run this efficient 21B parameter model (3.6B active) on our cloud infrastructure. Get fixed monthly pricing, complete data privacy, and configurable reasoning within 16GB memory.

Why GPT-OSS-20B delivers efficiency and flexibility
Memory efficient
Runs within 16GB of memory while delivering 21B parameter performance with only 3.6B active parameters. Perfect for cost-effective deployment without sacrificing capability.
Configurable reasoning
Adjust reasoning effort levels based on your specific needs. Get faster responses for simple tasks or deeper analysis for complex problems with full chain-of-thought transparency.
Developer friendly
Apache 2.0 license with native support for fine-tuning, agentic tools, and harmony response format. Built for flexibility without licensing restrictions.
Built for developers and specialized use cases

Apache 2.0 license
Build freely without copyleft restrictions or patent risks. Perfect for commercial applications and custom modifications.
Fine-tuning ready
Customize the model for your specific use cases with native fine-tuning support and harmony response format integration.
16GB memory footprint
Optimized architecture runs efficiently within 16GB memory constraints while maintaining high performance standards.
Configurable reasoning
Adjust reasoning effort levels dynamically. Balance speed and accuracy based on your specific application requirements.
Agentic tools support
Built-in support for agent-based applications with structured outputs and tool integration for complex workflows.
Lower latency deployment
Optimized for local and specialized use cases with reduced inference time and efficient resource utilization.
Perfect for resource-conscious applications
Local deployment
On-premises AI solutions
- Deploy GPT-OSS-20B in air-gapped environments or edge locations where memory efficiency is critical. Perfect for organizations requiring complete data control.
Development teams
Rapid prototyping and testing
- Fine-tune and experiment with AI models without massive infrastructure costs. The 16GB memory requirement makes it accessible for smaller development teams.
Specialized industries
Custom domain applications
- Fine-tune for specific industry needs like legal document analysis, scientific research, or technical documentation with full transparency and control.
Cost optimization
Budget-conscious deployments
- Get enterprise-grade AI capabilities with lower infrastructure costs. Fixed pricing eliminates usage-based billing surprises as you scale.
How Everywhere Inference works
AI infrastructure built for performance and flexibility with GPT-OSS-20B
01
Choose your configuration
Select from pre-configured GPT-OSS-20B instances or customize your deployment based on performance and memory requirements.
02
Deploy in 3 clicks
Launch your private GPT-OSS-20B instance across our global infrastructure with smart routing optimized for efficiency.
03
Scale without limits
Use your model with unlimited requests at a fixed monthly cost. Scale your application without worrying about per-call API fees.
With Everywhere Inference, you get enterprise-grade infrastructure management while maintaining complete control over your AI deployment.
Ready-to-use solutions
Development platform
Build and test AI applications with efficient resource usage and configurable reasoning capabilities.

Local deployment suite
Deploy AI capabilities in air-gapped environments with complete data privacy and 16GB memory efficiency.

Custom fine-tuning tools
Fine-tune the model for specialized domains with harmony response format and agentic tool integration.

Frequently asked questions
How does GPT-OSS-20B compare to larger models in terms of efficiency?
GPT-OSS-20B delivers strong performance with only 3.6B active parameters out of 21B total, running efficiently within 16GB memory. This makes it ideal for resource-constrained environments while still providing configurable reasoning and full chain-of-thought capabilities.
What makes the 16GB memory requirement significant?
The 16GB memory footprint makes GPT-OSS-20B accessible for smaller deployments, edge computing, and development environments where larger models would be cost-prohibitive. You get enterprise-grade AI without enterprise-scale infrastructure.
Can I fine-tune GPT-OSS-20B for my specific use case?
Yes, GPT-OSS-20B supports native fine-tuning with Apache 2.0 licensing. You can customize the model for specialized domains using harmony response format and integrate it with agentic tools for complex workflows.
How does configurable reasoning work?
You can adjust reasoning effort levels to balance speed and accuracy based on your needs. Use lower effort for quick responses on simple tasks, or higher effort for complex problems requiring detailed chain-of-thought analysis.
Is my data really private with local deployment options?
Absolutely. GPT-OSS-20B can run in completely air-gapped environments, ensuring your data never leaves your controlled infrastructure. Perfect for organizations with strict data sovereignty requirements.
Deploy GPT-OSS-20B today
Get efficient AI performance with complete privacy and control. Start with predictable pricing and unlimited usage.