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@@ -49,17 +49,17 @@ This model is based on the **Mistral 8B** foundation model and is being fine-tun
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  ### Training Data
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  - **Dataset Name**: `titan-hohmann-transfer-orbit`
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- - **Description**: A specialized dataset containing textual explanations, code snippets, and diagrams related to orbital mechanics and Hohmann transfer orbits.
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  - **Data Modalities**:
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  - **Text**: Technical documentation and literature on orbital mechanics
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  - **Code**: Sample code for orbital calculations and simulations
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- - **Images**: Diagrams illustrating orbital paths and spacecraft maneuvers
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  ---
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  ### Training Procedure
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- The model is currently being fine-tuned to enhance its capabilities in handling advanced orbital calculations and multimodal inputs. Key enhancements include:
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  1. **Multimodal Processing**: Enabling the model to interpret and generate both text and image data related to orbital mechanics.
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  2. **Native Function Calling**: Integrating the ability to execute predefined computational functions within responses for accurate and dynamic calculations.
@@ -80,7 +80,7 @@ The model is currently being fine-tuned to enhance its capabilities in handling
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  ### Limitations
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  - **Work in Progress**: The model is currently being fine-tuned; performance may improve over time.
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- - **Domain Specificity**: Optimized for orbital mechanics; may not perform well on unrelated topics.
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  - **Computational Resources**: Requires adequate computational power for optimal performance due to model size and complexity.
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  ---
@@ -114,5 +114,3 @@ The model is currently being fine-tuned to enhance its capabilities in handling
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  - **Repository**: https://github.com/ATaylorAerospace/HohmannHET
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- *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.*
 
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  ### Training Data
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  - **Dataset Name**: `titan-hohmann-transfer-orbit`
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+ - **Description**: A specialized dataset containing textual explanations, code snippets, and diagrams related to probe orbital mechanics and Hohmann transfer orbits.
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  - **Data Modalities**:
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  - **Text**: Technical documentation and literature on orbital mechanics
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  - **Code**: Sample code for orbital calculations and simulations
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+ - **Images**: Diagrams illustrating probe orbital paths and spacecraft maneuvers
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  ---
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  ### Training Procedure
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+ The model is currently being fine tuned to enhance its capabilities in handling advanced orbital calculations and multimodal inputs. Key enhancements will include:
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  1. **Multimodal Processing**: Enabling the model to interpret and generate both text and image data related to orbital mechanics.
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  2. **Native Function Calling**: Integrating the ability to execute predefined computational functions within responses for accurate and dynamic calculations.
 
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  ### Limitations
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  - **Work in Progress**: The model is currently being fine-tuned; performance may improve over time.
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+ - **Domain Specificity**: Optimized for Hohman transfer orbits.
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  - **Computational Resources**: Requires adequate computational power for optimal performance due to model size and complexity.
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  ---
 
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  - **Repository**: https://github.com/ATaylorAerospace/HohmannHET
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