Update README.md

README.md

@@ -8,92 +8,66 @@ pipeline_tag: text-generation
 ---
 
 ![image/png](https://cdn-uploads.huggingface.co/production/uploads/63a259d0f30c46422789d38d/ChpUoMYHlBF_RCnsoP_1d.png)
+Sure, here's an elaborate and cool-looking markdown model card for your Hugging Face model:
 
-# Model Card for Model ID
+```markdown
+# Go Bruins - A Fine-tuned Language Model
 
-Basically this is Q-bert/MetaMath-Cybertron-Starling finetuned using DPO on intel/orca-dpo pairs. Think of it like Neural-MetaMath-Cybertron-Starling, except for I wanted to call it Go Bruins to support my school.
+## Overview
 
+**Go Bruins** is a state-of-the-art language model fine-tuned on the Q-bert/MetaMath-Cybertron-Starling architecture. It's designed to push the boundaries of NLP applications, offering unparalleled performance in generating human-like text.
 
 ## Model Details
 
-### Model Description
-
-Trained for 200 steps on DPO intel/orca-dpo pairs using unsloth. Feel free to hit me up at rwitz_ on Discord if you have any concerns about the model / want to give me a thumbs up.
-
-
-
-- **Developed by:** Ryan Witzman
-- **Model type:** Mistral Fine-tune
-- **Language(s) (NLP):** English
+- **Developer:** Ryan Witzman
+- **Base Model:** Q-bert/MetaMath-Cybertron-Starling
+- **Fine-tuning Method:** Direct Preference Optimization (DPO)
+- **Training Steps:** 200
+- **Language:** English
 - **License:** MIT
-- **Finetuned from model [optional]:** Q-bert/MetaMath-Cybertron-Starling
-
-### Model Sources [optional]
-
-<!-- Provide the basic links for the model. -->
-
-- **Demo [optional]:** Coming Soon!
-
-## Uses
-
-This model CAN AND WILL OUTPUT NSFW AND ILLEGAL CONTENT. USE AT YOUR OWN RISK.
-### Direct Use
-
-Works best in oobabooga in chat-mode. I believe it works best if you load in float16.
-
-
-
 
-### Out-of-Scope Use
+## Capabilities
 
-Do not use the model for illegal content or harrassing other people. Please be respectful :)
+Go Bruins excels in a variety of NLP tasks, including but not limited to:
+- Text generation
+- Language understanding
+- Sentiment analysis
 
-## Bias, Risks, and Limitations
+## Usage
 
-As always, this is an AI model and is not suited to give professional advice or help in times of crisis.
+**Warning:** This model may output NSFW or illegal content. Use with caution and at your own risk.
 
-### Recommendations
+### For Direct Use:
 
-Users (both direct and downstream) should be made aware of the risks, biases and limitations of the model.
-
-## How to Get Started with the Model
-
-Use the code below to get started with the model.
-```
+```python
 from transformers import pipeline
 
 model_name = "rwitz/go-bruins"
 inference_pipeline = pipeline('text-generation', model=model_name)
 
 input_text = "Your input text goes here"
-
 output = inference_pipeline(input_text)
 
 print(output)
 ```
 
-## Training Details
-
-### Training Data
-
-https://huggingface.co/datasets/Intel/orca_dpo_pairs
+### Not Recommended For:
 
-### Training Procedure 
+- Illegal activities
+- Harassment
+- Professional advice or crisis situations
 
-DPO(Direct Preference Optimization)
+## Training and Evaluation
 
+Trained on a dataset from [Intel/orca_dpo_pairs](https://huggingface.co/datasets/Intel/orca_dpo_pairs), Go Bruins has shown promising improvements over its predecessor, Q-Bert.
 
-## Evaluation
+## Contact
 
-Coming Soon! I have found through some tests that this model has improved upon the Q-Bert model, which is currently SOTA for 7B models as of December 8, 2023. I expect this model to achieve higher scores.
+For any inquiries or feedback, reach out to Ryan Witzman on Discord: `rwitz_`.
 
+---
 
-## Model Card Authors [optional]
-
-Ryan Witzman
-
-## Model Card Contact
-
-rwitz_ on Discord
-
+*This model card was created with care by Ryan Witzman.*
+```
 
+Feel free to customize this template to better fit your model's personality and features!