Update README.md

README.md

@@ -121,9 +121,9 @@ model-index:
 
 # Daredevil-8B
 
-**tl;dr: It looks like a successful merge**
+Daredevil-8B is a mega-merge designed to maximize MMLU. On 27 May 24, it is the Llama 8B model with the **highest MMLU score**.
 
-Daredevil-8B is a merge of the following models using [LazyMergekit](https://colab.research.google.com/drive/1obulZ1ROXHjYLn6PPZJwRR6GzgQogxxb?usp=sharing):
+It is a merge of the following models using [LazyMergekit](https://colab.research.google.com/drive/1obulZ1ROXHjYLn6PPZJwRR6GzgQogxxb?usp=sharing):
 * [nbeerbower/llama-3-stella-8B](https://huggingface.co/nbeerbower/llama-3-stella-8B)
 * [Hastagaras/llama-3-8b-okay](https://huggingface.co/Hastagaras/llama-3-8b-okay)
 * [nbeerbower/llama-3-gutenberg-8B](https://huggingface.co/nbeerbower/llama-3-gutenberg-8B)
@@ -134,6 +134,8 @@ Daredevil-8B is a merge of the following models using [LazyMergekit](https://col
 * [flammenai/Mahou-1.1-llama3-8B](https://huggingface.co/flammenai/Mahou-1.1-llama3-8B)
 * [KingNish/KingNish-Llama3-8b](https://huggingface.co/KingNish/KingNish-Llama3-8b)
 
+Thanks to nbeerbower, Hastagaras, openchat, Kukedlc, cstr, flammenai, and KingNish for their merges. Special thanks to Charles Goddard and Arcee.ai for MergeKit.
+
 ## 🔎 Applications
 
 It is a highly functional censored model. You might want to add `<end_of_turn>` as an additional stop string.
@@ -144,6 +146,14 @@ It is a highly functional censored model. You might want to add `<end_of_turn>`
 
 ## 🏆 Evaluation
 
+### Open LLM Leaderboard
+
+Here's the Open LLM Leaderboard sorted by MMLU score.
+
+![image/png](https://cdn-uploads.huggingface.co/production/uploads/61b8e2ba285851687028d395/6hrm6tD5GcIVpprgeFzmZ.png)
+
+### Nous
+
 | Model                                                                                                                                                                     |   Average |   AGIEval |   GPT4All | TruthfulQA |  Bigbench |
 | ------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | --------: | --------: | --------: | ---------: | --------: |
 | [**mlabonne/Daredevil-8B**](https://huggingface.co/mlabonne/Daredevil-8B) [📄](https://gist.github.com/mlabonne/080f9c5f153ea57a7ab7d932cf896f21) | **55.87** | **44.13** | **73.52** | **59.05** | **46.77** |
@@ -226,16 +236,3 @@ pipeline = transformers.pipeline(
 outputs = pipeline(prompt, max_new_tokens=256, do_sample=True, temperature=0.7, top_k=50, top_p=0.95)
 print(outputs[0]["generated_text"])
 ```
-# [Open LLM Leaderboard Evaluation Results](https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard)
-Detailed results can be found [here](https://huggingface.co/datasets/open-llm-leaderboard/details_mlabonne__Daredevil-8B)
-
-|             Metric              |Value|
-|---------------------------------|----:|
-|Avg.                             |72.41|
-|AI2 Reasoning Challenge (25-Shot)|68.86|
-|HellaSwag (10-Shot)              |84.50|
-|MMLU (5-Shot)                    |69.24|
-|TruthfulQA (0-shot)              |59.89|
-|Winogrande (5-shot)              |78.45|
-|GSM8k (5-shot)                   |73.54|
-