Update README.md

README.md

@@ -41,15 +41,13 @@ tags:
 - STEM
 - unsloth
 ---
-![Header](Maverick.png)
+# **Athena-3-7B Model Card**
 
-# **Maverick-1-7B Model Card**
-
-*Maverick generated this model card!*
+*Athena generated this model card!*
 
 ## **Model Overview**
 
-**Maverick-1-7B** is a 7.68-billion-parameter causal language model fine-tuned from Qwen2.5-Math-7B. This model is designed to excel in STEM reasoning, mathematics, and natural language processing tasks, offering advanced instruction-following and problem-solving capabilities.
+**Athena-3-7B** is a 7.68-billion-parameter causal language model fine-tuned from Qwen2.5-Math-7B. This model is designed to excel in STEM reasoning, mathematics, and natural language processing tasks, offering advanced instruction-following and problem-solving capabilities.
 
 ## **Model Details**
 
@@ -66,33 +64,33 @@ tags:
 
 ## **Training Details**
 
-Maverick-1-7B was fine-tuned using the Unsloth framework on a single NVIDIA A100 GPU. The fine-tuning process spanned approximately 90 minutes over 60 epochs, utilizing a curated dataset focused on instruction-following, problem-solving, and advanced mathematics. This approach enhances the model’s capabilities in academic and analytical tasks.
+Athena-3-7B was fine-tuned using the Unsloth framework on a single NVIDIA A100 GPU. The fine-tuning process spanned approximately 90 minutes over 60 epochs, utilizing a curated dataset focused on instruction-following, problem-solving, and advanced mathematics. This approach enhances the model's capabilities in academic and analytical tasks.
 
 ## **Intended Use**
 
-Maverick-1-7B is designed for a range of applications, including but not limited to:
+Athena-3-7B is designed for a range of applications, including but not limited to:
 
 - **STEM Reasoning:** Assisting with complex problem-solving and theoretical explanations.
 - **Academic Assistance:** Supporting tutoring, step-by-step math solutions, and scientific writing.
 - **General NLP Tasks:** Text generation, summarization, and question answering.
 - **Data Analysis:** Interpreting and explaining mathematical and statistical data.
 
-While Maverick-1-7B is a powerful tool for various applications, it is not intended for real-time, safety-critical systems or for processing sensitive personal information.
+While Athena-3-7B is a powerful tool for various applications, it is not intended for real-time, safety-critical systems or for processing sensitive personal information.
 
 ## **How to Use**
 
-To utilize Maverick-1-7B, ensure that you have the latest version of the `transformers` library installed:
+To utilize Athena-3-7B, ensure that you have the latest version of the `transformers` library installed:
 
 ```bash
 pip install transformers
 ```
 
-Here's an example of how to load the Maverick-1-7B model and generate a response:
+Here's an example of how to load the Athena-3-7B model and generate a response:
 
 ```python
 from transformers import AutoModelForCausalLM, AutoTokenizer
 
-model_name = "Spestly/Maverick-1-7B"
+model_name = "Spestly/Athena-3-7B"
 model = AutoModelForCausalLM.from_pretrained(
     model_name,
     torch_dtype="auto",
@@ -129,19 +127,18 @@ To use this model with Maverick Search, please refer to this [repository](https:
 
 Users should be aware of the following limitations:
 
-- **Biases:** Maverick-1-7B may exhibit biases present in its training data. Users should critically assess outputs, especially in sensitive contexts.
+- **Biases:** Athena-3-7B may exhibit biases present in its training data. Users should critically assess outputs, especially in sensitive contexts.
 - **Knowledge Cutoff:** The model's knowledge is current up to August 2024. It may not be aware of events or developments occurring after this date.
 - **Language Support:** While the model supports multiple languages, performance is strongest in English and technical content.
 
 ## **Acknowledgements**
 
-Maverick-1-7B builds upon the work of the Qwen team. Gratitude is also extended to the open-source AI community for their contributions to tools and frameworks that facilitated the development of Maverick-1-7B.
+Athena-3-7B builds upon the work of the Qwen team. Gratitude is also extended to the open-source AI community for their contributions to tools and frameworks that facilitated the development of Athena-3-7B.
 
 ## **License**
 
-Maverick-1-7B is released under the MIT License, permitting wide usage with proper attribution.
+Athena-3-7B is released under the MIT License, permitting wide usage with proper attribution.
 
 ## **Contact**
 
-- Email: [email protected]
-
+- Email: [email protected]