Update README.md

README.md

@@ -5,6 +5,9 @@ tags:
 - merge
 - abideen/NexoNimbus-7B
 - mlabonne/NeuralMarcoro14-7B
+language:
+- en
+library_name: transformers
 ---
 
 # NexoNimbus-MoE-2x7B
@@ -15,6 +18,32 @@ NexoNimbus-MoE-2x7B is a Mixure of Experts (MoE) made with the following models:
 * [abideen/NexoNimbus-7B](https://huggingface.co/abideen/NexoNimbus-7B)
 * [mlabonne/NeuralMarcoro14-7B](https://huggingface.co/mlabonne/NeuralMarcoro14-7B)
 
+🏆 Evaluation
+NexoNimbus-MoE-2x7B is the 10th best-performing 13B LLM on the Open LLM Leaderboard:
+
+
+![image/png](https://cdn-uploads.huggingface.co/production/uploads/64e380b2e12618b261fa6ba0/z8E728H5fJqVtKNeGuwjX.png)
+
+
+|    Task     |Version| Metric |Value|   |Stderr|
+|-------------|------:|--------|----:|---|-----:|
+|arc_challenge|      0|acc     |68.25|±  |  1.36|
+|             |       |acc_norm|70.81|±  |  1.38|
+|hellaswag    |      0|acc     |70.86|±  |  0.45|
+|             |       |acc_norm|87.86|±  |  0.32|
+|gsm8k        |      0|acc     |70.35|±  |  1.25|
+|winogrande   |      0|acc     |84.84|±  |  1.00|
+|mmlu         |      0|acc     |64.69|±  |  1.00|
+
+Average: 73.5%
+
+### TruthfulQA
+|    Task     |Version|Metric|Value|   |Stderr|
+|-------------|------:|------|----:|---|-----:|
+|truthfulqa_mc|      1|mc1   |46.26|±  |  1.74|
+|             |       |mc2   |62.42|±  |  1.54|
+
+
 ## 🧩 Configuration
 
 ```yaml
@@ -64,6 +93,8 @@ experts:
 
 ## 💻 Usage
 
+Here's a [Colab notebook](https://colab.research.google.com/drive/1F9lzL1IeZRMgiSbY9UbgCR__RreIflJh?usp=sharing) to run NexoNimbus-MoE-2x7B in 4-bit precision on a free T4 GPU.
+
 ```python
 !pip install -qU transformers bitsandbytes accelerate