Add kernel card (library_name: kernels)

README.md

@@ -0,0 +1,21 @@
+---
+library_name: kernels
+tags:
+- kernels
+- rocm
+---
+
+# Flash-Attention Decode (RDNA4/gfx1201)
+
+Dense, paged, and fp8 flash-attention decode kernels (GQA, sliding-window, block-table KV cache).
+
+Built with [kernel-builder](https://github.com/huggingface/kernel-builder) for AMD RDNA4 (gfx1201).
+Load with the [`kernels`](https://github.com/huggingface/kernels) library:
+
+```python
+from kernels import get_kernel
+kernel = get_kernel("pat883/attn-decode")
+```
+
+> Requires a ROCm PyTorch build (torch 2.10 / ROCm 7.x) on an RDNA4 card. Built variants:
+> `torch210-cxx11-rocm70` and `torch210-cxx11-rocm71`.