Workload review
Amalgafy reviews the model family, evaluation goal, and correctness requirements.
Early access
Test model capacity beyond VRAM.
Amalgafy is looking for technical design partners who need to run sparse MoE models beyond available GPU memory on operator-controlled hardware. Bring a model, capacity constraint, and hardware profile.
Tell us what you need to evaluate.
Early access is scoped around a concrete model, hardware path, and deployment constraint. Submission prepares an email request; it does not create an account or promise automatic acceptance.
What happens next
A testing path starts with fit.
Hardware review
The team maps available GPU/VRAM, system RAM, local storage, request shape, and deployment constraints to the engine capabilities available for testing.
Proposed test
If the current engine is a fit, Amalgafy proposes a bounded validation path and the evidence it should produce.