Update README.md

README.md

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----
-license: apache-2.0
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+---
+license: apache-2.0
+datasets:
+- Taylor658/titan-hohmann-transfer-orbit
+language:
+- en
+base_model:
+- mistralai/Ministral-8B-Instruct-2410
+---
+
+# Mistral 8B Fine-Tuned on Titan-Hohmann-Transfer-Orbit Dataset
+
+## Model Card
+
+### Model Overview
+
+**Model Name**: `mistral-8b-titan-hohmann`  
+**Model Type**: Transformer-based language model  
+**Languages**: English  
+**License**: Apache License 2.0
+
+This model is based on the **Mistral 8B** foundation model and is being fine-tuned on the **titan-hohmann-transfer-orbit** dataset. It is designed to assist with advanced orbital calculations, specifically focusing on Hohmann transfer orbits, and includes support for native function calling and multimodal inputs.
+
+---
+
+### Model Details
+
+- **Developers**: A Taylor
+- **Model Architecture**: Transformer-based with enhancements for code generation and multimodal processing
+- **Parameters**: 8 Billion
+- **Native Function Calling**: Supported
+- **Multimodal Capabilities**: Text and image processing
+
+---
+
+### Intended Use
+
+- **Primary Applications**:
+  - Assist aerospace engineers with calculations related to Hohmann transfer orbits
+  - Provide educational support for students studying orbital mechanics
+  - Facilitate research by offering computational assistance in orbital dynamics
+- **Usage Scenarios**:
+  - Calculating delta-v requirements
+  - Estimating transfer times between celestial bodies
+  - Visualizing orbital trajectories
+
+---
+
+### Training Data
+
+- **Dataset Name**: `titan-hohmann-transfer-orbit`
+- **Description**: A specialized dataset containing textual explanations, code snippets, and diagrams related to orbital mechanics and Hohmann transfer orbits.
+- **Data Modalities**:
+  - **Text**: Technical documentation and literature on orbital mechanics
+  - **Code**: Sample code for orbital calculations and simulations
+  - **Images**: Diagrams illustrating orbital paths and spacecraft maneuvers
+
+---
+
+### Training Procedure
+
+The model is currently being fine-tuned to enhance its capabilities in handling advanced orbital calculations and multimodal inputs. Key enhancements include:
+
+1. **Multimodal Processing**: Enabling the model to interpret and generate both text and image data related to orbital mechanics.
+2. **Native Function Calling**: Integrating the ability to execute predefined computational functions within responses for accurate and dynamic calculations.
+3. **Domain-Specific Fine-Tuning**: Adjusting the model's parameters using the `titan-hohmann-transfer-orbit` dataset to improve performance on tasks related to Hohmann transfer orbits.
+4. **Validation and Testing**: Ensuring the model's outputs are accurate and reliable by comparing them against established benchmarks in the field.
+
+---
+
+### How to Use
+
+- **Input Format**:
+
+- **Examples**:
+
+ 
+---
+
+### Limitations
+
+- **Work in Progress**: The model is currently being fine-tuned; performance may improve over time.
+- **Domain Specificity**: Optimized for orbital mechanics; may not perform well on unrelated topics.
+- **Computational Resources**: Requires adequate computational power for optimal performance due to model size and complexity.
+
+---
+
+### Ethical Considerations
+
+- **Accuracy**: Users should verify critical calculations independently.
+- **Professional Use**: Intended to assist professionals; not a substitute for expert judgment.
+
+---
+
+### Acknowledgements
+
+- **Mistral AI**: For providing the Mistral 8B foundation model.
+- **Dataset Contributors**: A Taylor
+- **Open-Source Community**: Appreciation for the tools and libraries that made this project possible.
+
+---
+
+### License
+
+- **Model License**: Apache License 2.0
+- **Dataset License**: Apache License 2.0
+
+---
+
+### Contact Information
+
+- **Author**: A Taylor
+- **Email**: 
+- **Repository**: https://github.com/ATaylorAerospace/HohmannHET
+
+---
+
+*Note: This model card provides an overview of the ongoing fine-tuning efforts for the Mistral 8B model on the `titan-hohmann-transfer-orbit` dataset. Details are subject to change as development progresses.*