FAQ

Questions about Varion.

Access, trials, commercial adoption and validation.

Can I access each Varion product separately?

Yes. Forge, Compute and Token Optimisation each have a dedicated sign-in entry and can be adopted independently.

Can I test before buying?

Yes. Forge and Token Optimisation include free trial access, and Compute includes a free self-test path for commercial evaluation.

What has Varion Compute validated so far?

Current completed NVIDIA A40 tests include real LLM workloads up to Qwen 2.5 1.5B, with up to 36.4% lower energy per generated token, up to 131.4% higher generation throughput and 100% identical greedy-generation output in the cited KV-cache tests.

Are Compute results guaranteed on every GPU?

No. Results vary by model, workload and hardware. The current cited evidence is from NVIDIA A40 validation; broader cross-GPU validation is ongoing.

How do I discuss a commercial pilot?

Use the contact page for a scoped commercial evaluation.