BYOG inference at scale
Your GPUs. Friendli performance.
What is Friendli BYOG
Deploy Friendli inference stack on your own GPUs
Friendli BYOG (Bring Your Own GPU) runs the Friendli inference stack in your own cloud, with deployment and operations handled by FriendliAI.
Runs on your GPUs
Friendli inference stack runs entirely within your GPU cluster including AWS and GCP.
FriendliAI operates the inference stack
FriendliAI deploys, operates, and scales the Friendli inference stack in your cloud.
Your data stays in your cloud
Your data, credentials, and inference stack never leave your cloud environment.
Benefits
Get more from your existing GPUs
Maximize throughput and GPU utilization with the Friendli inference engine—making the most of the GPU capacity you already own to produce more tokens.

Let FriendliAI run it for you
Skip the operational burden. FriendliAI deploys, monitors, upgrades, and operates the entire inference stack so your team can focus on building AI applications.

Keep it in your environment
Run the full Friendli inference stack entirely within your own cloud, helping you meet security, compliance, and data residency requirements.

Features
Friendli-fast, in your cloud
Run the Friendli inference stack in your own cloud—with production performance, built-in automation, and enterprise-grade security.
Managed inference operations
Run the Friendli inference stack as a fully managed service - production-grade serving, autoscaling, monitoring, and a unified dashboard.
Advanced inference optimization
Get maximum performance from every GPU with continuous batching, speculative decoding, quantization, KV cache optimization, and multi-LoRA serving.
Secure cloud deployment
Deploy entirely within your own cloud, with full control over networking, security, compliance, and data residency.
Frontier model support
Serve the latest open-weight frontier models with production-grade performance from day one.
Access the model you want
Access 550,000 models through BYOG—powered by FriendliAI on your GPUs, while your data stays in your cloud.
Ready to put your GPUs to work?
BYOG is set up together with our team — matched to your existing environment.