Update README.md

README.md

@@ -107,6 +107,19 @@ model-index:
       url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=fblgit/cybertron-v4-qw7B-UNAMGS
       name: Open LLM Leaderboard
 ---
+# cybertron-v4-qw7B-UNAMGS
+
+**UNA IS BACK** Cybertron v4 UNA-MGS, Based on the amazing Qwen2.5 7B
+
+**SCORING #1 7-8B LLM WITH NO CONTAMINATION 21.11.2024 with avg. 31.82**
+
+![cybertron-v4-MGS](https://huggingface.co/fblgit/cybertron-v4-qw7B-MGS/resolve/main/cybertron_v4MGS.png)
+
+This special edition went thru UNA at MLP layers just like [miniclaus-1.5B](https://huggingface.co/fblgit/miniclaus-qw1.5B-UNAMGS)
+
+Here we use our novel approach called `MGS`. Its up to you to figure out what it means. On top of that we used `UNA: Uniform Neural Alignment`
+
+Cybertron V4 went thru SFT with `MGS & UNA`  over `Magpie-Align/Magpie-Qwen2.5-Pro-1M-v0.1` dataset.
 
 ## Llamacpp imatrix Quantizations of cybertron-v4-qw7B-UNAMGS
 
@@ -267,3 +280,4 @@ Thank you kalomaze and Dampf for assistance in creating the imatrix calibration
 Thank you ZeroWw for the inspiration to experiment with embed/output.
 
 Want to support my work? Visit my ko-fi page here: https://ko-fi.com/bartowski
+