---
license: apache-2.0
datasets:
- Taylor658/titan-hohmann-transfer-orbit
language:
- en
base_model:
- mistralai/Mistral-7B-Instruct-v0.3
---

# Mistral 7B Fine-Tuned on Titan-Hohmann-Transfer-Orbit Dataset

## Model Card

### Model Overview

**Model Name**: `mistral-7b-titan-hohmann`  
**Model Type**: Transformer-based language model  
**Languages**: English  
**License**: Apache License 2.0

This model is based on the **Mistral-7B-Instruct-v0.3** 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 space probe Hohmann transfer orbits, and includes support for native function calling and multimodal inputs.

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### Model Details

- **Developers**: A Taylor
- **Model Architecture**: Transformer-based with enhancements for code generation and multimodal processing
- **Parameters**: 7 Billion
- **Native Function Calling**: Supported
- **Multimodal Capabilities**: Text and image processing

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### 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

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### Training Data

- **Dataset Name**: `titan-hohmann-transfer-orbit`
- **Description**: A specialized dataset containing textual explanations, code snippets, and diagrams related to probe 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 probe orbital paths and spacecraft maneuvers

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### Training Procedure

The model is currently being fine tuned to enhance its capabilities in handling advanced orbital calculations and multimodal inputs. Key enhancements will 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.

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### How to Use

- **Input Format**:

- **Examples**:

 
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### Limitations

- **Work in Progress**: The model is currently being fine-tuned; performance may improve over time. 
- **Domain Specificity**: Optimized for Hohman transfer orbits.
- **Computational Resources**: Requires adequate computational power for optimal performance due to model size and complexity.

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### Ethical Considerations

- **Accuracy**: Users should verify critical calculations independently.
- **Professional Use**: Intended to assist professionals; not a substitute for expert judgment.

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### 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.

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### License

- **Model License**: Apache License 2.0
- **Dataset License**: Apache License 2.0

### Future Work

- **Next Version**: Calculations for mineral rich asteroids within the Van Allen belt, and other natural satellites beyond it, including significant inclination adjustments, will be included in version 2.0

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### Contact Information

- **Author**: A Taylor
- **Email** 
- **Repository**: https://github.com/ATaylorAerospace/HohmannHET

---