diff --git a/.gitattributes b/.gitattributes
index e2b7d57..a4a59fb 100644
--- a/.gitattributes
+++ b/.gitattributes
@@ -39,3 +39,4 @@ gemma-3-27b-it-codeforces-sft-i1-IQ1_M.gguf filter=lfs diff=lfs merge=lfs -text
 gemma-3-27b-it-codeforces-sft-i1-TQ1_0.gguf filter=lfs diff=lfs merge=lfs -text
 gemma-3-27b-it-codeforces-sft-i1-IQ2_XXS.gguf filter=lfs diff=lfs merge=lfs -text
 gemma-3-27b-it-codeforces-sft-i1-IQ2_XS.gguf filter=lfs diff=lfs merge=lfs -text
+gemma-3-27b-it-codeforces-sft-i1-IQ2_S.gguf filter=lfs diff=lfs merge=lfs -text
diff --git a/README.md b/README.md
index 16c2b1b..fc224db 100644
--- a/README.md
+++ b/README.md
@@ -23,16 +23,16 @@ Quantized to `i1-GGUF` using [SpongeQuant](https://github.com/SpongeEngine/Spong
 
 ***
 <figure>
-  <img src="https://huggingface.co/spaces/SpongeEngine/README/resolve/main/078.png" alt="Underwater scene with diver and fish">
-  <figcaption>Underwater scene with diver and fish</figcaption>
+  <img src="https://huggingface.co/spaces/SpongeEngine/README/resolve/main/013.png" alt="Egypt, Red Sea, Sinai Peninsula and the Nile">
+  <figcaption>Egypt, Red Sea, Sinai Peninsula and the Nile</figcaption>
 </figure>
 
 <figure>
   <audio controls>
-    <source src="https://huggingface.co/spaces/SpongeEngine/README/resolve/main/006.mp3" type="audio/mp3">
+    <source src="https://huggingface.co/spaces/SpongeEngine/README/resolve/main/002.mp3" type="audio/mp3">
     Your browser does not support the audio element.
   </audio>
-  <figcaption>Journey – Don't Stop Believin' (USA, 1981)</figcaption>
+  <figcaption>Iggy Pop – The Passenger (USA, 1977)</figcaption>
 </figure>
 
 ***
diff --git a/gemma-3-27b-it-codeforces-sft-i1-IQ2_S.gguf b/gemma-3-27b-it-codeforces-sft-i1-IQ2_S.gguf
new file mode 100644
index 0000000..0bda95c
--- /dev/null
+++ b/gemma-3-27b-it-codeforces-sft-i1-IQ2_S.gguf
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:dde9b1cdf44e3ea7a28d034235267ded2f66e484fc99f78c326ca67c94331803
+size 8782409312