Update README.md

README.md

@@ -7,8 +7,34 @@ license: llama2
 
 Welcome to our Code Model repository! Our model is specifically fine-tuned for code generation tasks, aiming to revolutionize how systems understand and translate natural language instructions into code queries. Built on CodeLLaMa 13B, our model has been meticulously fine-tuned with a curated code generation instructions, ensuring quality and precision. 
 
+### News 🔥🔥🔥
 
-## Generate responses
+- [2024/01/03] We released **Code Millenials 34B** , which achieves the **80.48 pass@1** on the [HumanEval Benchmarks](https://github.com/openai/human-eval).
+- [2024/01/02] We released **Code Millenials 13B** , which achieves the **76.21 pass@1** on the [HumanEval Benchmarks](https://github.com/openai/human-eval).
+
+
+### HumanEval
+
+<p align="center" width="100%">
+<a ><img src="https://github.com/BudEcosystem/code-millenials/blob/main/assets/result.png" alt="CodeMillenials" style="width: 100%; min-width: 300px; display: block; margin: auto;"></a>
+</p>
+
+For the millenial models, the eval script is used for the above result.
+
+Note: The humaneval values of other models are taken from the official repos of [WizardCoder](https://github.com/nlpxucan/WizardLM), [DeepseekCoder](https://github.com/deepseek-ai/deepseek-coder), [Gemini](https://deepmind.google/technologies/gemini/#capabilities) etc. 
+
+
+### Models
+
+|   Model | Checkpoint  | HumanEval |
+|---------|-------------|-----------|
+|Code Millenials 34B | <a href="https://huggingface.co/budecosystem/code-millenials-34b" target="_blank">HF Link</a> | 80.48 |
+|Code Millenials 13B | <a href="https://huggingface.co/budecosystem/code-millenials-13b" target="_blank">HF Link</a> | 76.21 |
+
+
+
+
+### 🚀 Quick Start
 
 Inference code  using the pre-trained model from the Hugging Face model hub
 
@@ -49,3 +75,7 @@ The model is trained of 8 A100 80GB for approximately 15hrs.
 | optimizer                    | adamw  |
 | fp16                         | True   |
 | GPU                          | 8 A100 80GB |
+
+### Important Note
+
+- **Bias, Risks, and Limitations:** Model may sometimes make errors, produce misleading contents, or struggle to manage tasks that are not related to coding.