diff --git a/docs/papers/weight-compression-tq4.md b/docs/papers/weight-compression-tq4.md
index ef5c608..9fdce9e 100644
--- a/docs/papers/weight-compression-tq4.md
+++ b/docs/papers/weight-compression-tq4.md
@@ -4,6 +4,9 @@
 Independent Researcher
 GitHub: [@TheTom](https://github.com/TheTom)
 
+**Code:** [PR #45](https://github.com/TheTom/llama-cpp-turboquant/pull/45) — branch `pr/tq4-weight-compression` (Metal only, CUDA port needed)
+**Getting started:** [docs/getting-started.md](https://github.com/TheTom/turboquant_plus/blob/main/docs/getting-started.md)
+
 ---
 
 ## Acknowledgment