INFERENCE OPTIMIZATION LAB
More tokens.
Same GPU.
Our mission: more useful tokens from every GPU. Ruvi Labs is an inference optimization lab and AI inference provider, developing efficient model serving and OpenAI-compatible access to open-weight models.
IN DEVELOPMENT
Optimization research.
Inference access by arrangement.
Push useful throughput
Building toward more tokens per GPU through batching, memory efficiency and smarter model serving.
Keep latency in focus
Working toward responsive inference while balancing context length, concurrency and model quality.
Make integration familiar
Open-weight models. An OpenAI-compatible API. A practical path from experimentation to your application.
LET’S TALK
Make every
GPU count.
For inference access, optimization collaborations,
and partnership inquiries:
Bring your workload. Let’s explore what’s possible.