Hugging Face’s TensorFlow Philosophy

Hugging Face's philosophy is basically saying, 'don't get tied down to a single framework.' It's a response to the fragmented ML landscape. It's smart, in theory, but it creates more abstraction layers which just means more places to get confused when debugging production code.

For us, the philosophy is useful: it lets us plug in whatever backend gives us the best performance, whether it's PyTorch or JAX. It's a good goal, but don't mistake framework agnosticism for actual engineering simplicity.