Lizard inference engineering: A restart should remember the last valid runtime
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Inference Engineering · Day 24 · Evening

Freeing memory and forgetting configuration are separate actions.
Lizard records the last stopped model, runtime provider, and relevant profile state after release is proven. That gives the operator a defined restart path without claiming the model remained resident.
Lifecycle state becomes easier to reason about when 'stopped', 'restartable', and 'loaded' are distinct.
What state should survive when you unload a local model?
Engineering fact: Lizard's model lifecycle retains restartable metadata for the last stopped model and provider so an intentional stop can be reversed without rediscovering the configuration from scratch.
#LizardNative #LizardLLM #LocalAI #GGUF #InferenceEngineering
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