Update README.md (#3)

- Update README.md (19a587d71a8dc6f13a7e126093dc28eb5bb41aff)


Co-authored-by: Maxime Labonne <[email protected]>

README.md

@@ -10,16 +10,46 @@ base_model:
 - yam-peleg/Experiment28-7B
 ---
 
-# YamshadowExperiment28-7B
+# 🧪 YamshadowExperiment28-7B
 
 YamshadowExperiment28-7B is an automated merge created by [Maxime Labonne](https://huggingface.co/mlabonne) using the following configuration.
 * [automerger/YamShadow-7B](https://huggingface.co/automerger/YamShadow-7B)
 * [yam-peleg/Experiment28-7B](https://huggingface.co/yam-peleg/Experiment28-7B)
 
-**YamshadowExperiment28-7B is currently the best-performing 7B model on the Open LLM Leaderboard (08 Apr 24). I don't recommend using it because of issues that are not reflected in the benchmarks.**
+## 🔍 Applications
+
+This model uses a context window of 8k. I recommend using it with the Alpaca chat template (works perfectly with LM Studio).
+
+The model can sometimes break and output a lot of "INST". From my experience, its excellent results on the Open LLM Leaderboard are probably a sign of overfitting.
+
+## ⚡ Quantized models
+
+* **GGUF**: https://huggingface.co/automerger/YamshadowExperiment28-7B-GGUF
+
+## 🏆 Evaluation
+
+### Open LLM Leaderboard
+
+YamshadowExperiment28-7B is currently the best-performing 7B model on the Open LLM Leaderboard (08 Apr 24).
 
 ![image/png](https://cdn-uploads.huggingface.co/production/uploads/61b8e2ba285851687028d395/ONmehD2GXYefb-O3zHbp5.png)
 
+### EQ-bench
+
+Thanks to [Samuel J. Paech](https://twitter.com/sam_paech), who kindly ran the evaluation.
+
+![image/png](https://cdn-uploads.huggingface.co/production/uploads/61b8e2ba285851687028d395/e6cg_7TD35JveTjx_KoTT.png)
+
+### Nous
+
+Evaluation performed using [LLM AutoEval](https://github.com/mlabonne/llm-autoeval). See the entire leaderboard [here](https://huggingface.co/spaces/mlabonne/Yet_Another_LLM_Leaderboard).
+
+![image/png](https://cdn-uploads.huggingface.co/production/uploads/61b8e2ba285851687028d395/s4oKdK3FfaDsagXe7tEM2.png)
+
+## 🌳 Model Family Tree
+
+![image/png](https://cdn-uploads.huggingface.co/production/uploads/61b8e2ba285851687028d395/fEA4EdtSa_fssdvsUXPf1.png)
+
 ## 🧩 Configuration
 
 ```yaml