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index 930968bc..91fbbcd4 100644
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+++ b/README.md
@@ -7,6 +7,12 @@
+> [!NOTE]
+> `torchprime` is no longer under active development. We are working on a
+> [new framework](https://github.com/pytorch/xla/issues/9684) for
+> PyTorch on TPU. See [MaxText](https://github.com/AI-Hypercomputer/maxtext)
+> for pre-training and post-training with JAX on TPU.
+
`torchprime` is a reference implementation for training PyTorch models on TPU. It
is designed to showcase best practices for large-scale, high-performance model
training using `torch_xla` ([project][torch_xla]), with