Update README.md

README.md

@@ -14,6 +14,19 @@ Beagle14-7B is a merge of the following models using [LazyMergekit](https://cola
 * [fblgit/UNA-TheBeagle-7b-v1](https://huggingface.co/fblgit/UNA-TheBeagle-7b-v1)
 * [argilla/distilabeled-Marcoro14-7B-slerp](https://huggingface.co/argilla/distilabeled-Marcoro14-7B-slerp)
 
+## 🏆 Evaluation
+
+The evaluation was performed using [LLM AutoEval](https://github.com/mlabonne/llm-autoeval) on Nous suite.
+
+|                          Model                           |AGIEval|GPT4All|TruthfulQA|Bigbench|Average|
+|----------------------------------------------------------|------:|------:|---------:|-------:|------:|
+|[**Beagle14-7B**](https://huggingface.co/mlabonne/Beagle14-7B)|  **44.38**|  **76.53**|     **69.44**|   **47.25**|   **59.4**|
+|[OpenHermes-2.5-Mistral-7B](https://huggingface.co/teknium/OpenHermes-2.5-Mistral-7B)|  42.75|  72.99|     52.99|   40.94|  52.42|
+|[NeuralHermes-2.5-Mistral-7B](https://huggingface.co/mlabonne/NeuralHermes-2.5-Mistral-7B)|  43.67|  73.24|     55.37|   41.76|  53.51|
+|[Nous-Hermes-2-SOLAR-10.7B](https://huggingface.co/NousResearch/Nous-Hermes-2-SOLAR-10.7B)|  47.79|  74.69|     55.92|   44.84|  55.81|
+|[Marcoro14-7B-slerp](https://huggingface.co/mlabonne/Marcoro14-7B-slerp)       |  44.66|  76.24|     64.15|   45.64|  57.67|
+|[CatMarcoro14-7B-slerp](https://huggingface.co/occultml/CatMarcoro14-7B-slerp)|  45.21|  75.91|     63.81|   47.31|  58.06|
+
 ## 🧩 Configuration
 
 ```yaml