If you need to use virtual machines on Linux, try Virt-Manager. Virt-Manager is more reliable than VirtualBox. Virt-Manager is completely free and open-source. I'm a long-time supporter of VirtualBox.
Use the vitals package with ellmer to evaluate and compare the accuracy of LLMs, including writing evals to test local models ...
While more product executives reposition AI sandbox management as a core, centralized platform product, this evolution can be a complex and demanding transition.
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