From 73cae1e306173c8e2413f86a38a2b5ef7e0ed0d9 Mon Sep 17 00:00:00 2001
From: BarfingLemurs <128182951+BarfingLemurs@users.noreply.github.com>
Date: Sun, 10 Sep 2023 02:18:01 -0400
Subject: [PATCH] Update README.md

---
 README.md | 5 +++++
 1 file changed, 5 insertions(+)

diff --git a/README.md b/README.md
index fe7391e01..720462063 100644
--- a/README.md
+++ b/README.md
@@ -590,6 +590,11 @@ Several quantization methods are supported. They differ in the resulting model d
 |   13B | ms/tok @ 8th |      - |     73 |     82 |     98 |    105 |    128 |
 |   13B | bits/weight  |   16.0 |    4.5 |    5.0 |    5.5 |    6.0 |    8.5 |
 
+- [k-quants](https://github.com/ggerganov/llama.cpp/pull/1684)
+- recent k-quants improvements
+  - [#2707](https://github.com/ggerganov/llama.cpp/pull/2707)
+  - [#2807](https://github.com/ggerganov/llama.cpp/pull/2807)
+
 ### Perplexity (measuring model quality)
 
 You can use the `perplexity` example to measure perplexity over a given prompt (lower perplexity is better).