stamp import-LIVE CPU get_kernel 7e533ce

README.md

@@ -16,11 +16,23 @@ szl:
   not_an_alias: true
   collection: none
   python: present
-  import_live: false
+  import_live: true
 ---
 
 # YARQA-ATTN
 
+<!-- SZL-KERNEL-STATUS:import-LIVE:START -->
+## Status
+
+> **STATUS: import-LIVE** on CPU Kernel Hub `get_kernel` (kernels `0.16.1`). GPU cubins stay **ROADMAP**.
+
+| Thing | Label | Method / N / date / what-NOT |
+|---|---|---|
+| Kernel Hub `get_kernel` | **import-LIVE** | MEASURED 2026-08-28 3:08pm ET on kernels `0.16.1`. Package HEAD [`7e533ce`](https://huggingface.co/kernels/SZLHOLDINGS/YARQA-ATTN/commit/7e533ce702029061bc68f9f9cafe88efdd7f5f00) (`7e533ce702029061bc68f9f9cafe88efdd7f5f00`). README at MEASURE [`2871b3c`](https://huggingface.co/kernels/SZLHOLDINGS/YARQA-ATTN/commit/2871b3cbd73ee05e9f1aa010b75b190683f0ecd3). Legal name `yarqa-attn` (Python module `yarqa_attn`). Variants: `build/torch-universal` (default `get_kernel`) and `build/torch-cpu` (`backend="cpu"`). Working calls: `get_kernel("SZLHOLDINGS/YARQA-ATTN", revision="main", trust_remote_code=True)` and the same with `backend="cpu"`. `selfcheck` **ok**. `max_abs_vs_compartment_ref=3.58e-07` (full `3.5762786865234375e-07`), `path=torch_compartment`. What-NOT: no tokens/s; no joules; not a fourth Flash / Flex / paged stack. Lambda = Conjecture 1 (advisory). |
+| GPU cubins | **ROADMAP** | Not claimed LIVE. |
+
+<!-- SZL-KERNEL-STATUS:import-LIVE:END -->
+
 KERNEL kernel card. Original SZL **compartment / plug-flow** attention cut. Receipt-aware. Honesty-labeled.
 
 **Not a Fall 2026 ATELIER weight.** No tensors in this repo. Not an alias of [`szl-receipt-attn`](https://github.com/szl-holdings/szl-receipt-attn). Not a pointer at the Triton trio (`szl-receipt-attn`, `szl-maskmod`, `szl-block-kv`). Those three stay separate. a11oy-net does not list this as a fourth Flash / Flex / paged stack.
@@ -31,7 +43,7 @@ GitHub is source of truth: [`szl-holdings/YARQA-ATTN`](https://github.com/szl-ho
 |---|---|
 | **Owner** | KERNEL |
 | **Artifact** | kernel (Python present; no weights; GPU cubins not claimed) |
-| **Status** | Python present · CPU selfcheck · not import-LIVE |
+| **Status** | **import-LIVE** CPU · GPU cubins ROADMAP |
 | **License** | Apache-2.0 |
 | **Λ** | Conjecture 1 (advisory, never a theorem) |
 | **Path** | `torch_compartment` (CPU) |
@@ -48,6 +60,6 @@ from kernels import get_kernel
 attn = get_kernel("SZLHOLDINGS/YARQA-ATTN", revision="main", trust_remote_code=True)
 ```
 
-KERNEL stamps import-LIVE only after Kernel Hub `get_kernel` MEASURE. This card is not that stamp.
+Fashion GO 2026-08-28 3:10pm ET. import-LIVE CPU is stamped. GPU cubins stay ROADMAP. Not a fourth Flash / Flex / paged stack.
 
 Apache-2.0. Copyright 2026 SZL Holdings.