When a new kernel changes your model's numbers, Invar decides whether the evidence supports the replacement for a declared use, with a confidence bound.
haskell reinforcement-learning cuda inference lora mlx apple-silicon llm vllm grpo batch-invariance numerical-reproducibility
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Updated
Oct 25, 2026 - Haskell