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  This is proof of concept to see how far LLM's on the smaller side can go when fine-tuned for code generation and understanding.
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  The base model is based on OpenLlama-3b and can be found [here](https://huggingface.co/psmathur/orca_mini_3b) and it has been trained using [axolotl](https://github.com/OpenAccess-AI-Collective/axolotl/tree/main).
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- Next I'll show some examples of what the model is currently capable of.
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- I have edited the quotes to be able to show the prompts correctly here the model outputs proper markdown.
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  The first sample shows a non-trivial example of the model generating code.
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  (Depending on the complexity of the required task the generated code might not work. For example, making the model write code to move the square
 
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  This is proof of concept to see how far LLM's on the smaller side can go when fine-tuned for code generation and understanding.
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  The base model is based on OpenLlama-3b and can be found [here](https://huggingface.co/psmathur/orca_mini_3b) and it has been trained using [axolotl](https://github.com/OpenAccess-AI-Collective/axolotl/tree/main).
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+ Next there are some examples to show what the model is currently capable of.
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+ (I have edited the quotes to be able to show the prompts correctly here the model outputs proper markdown.)
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  The first sample shows a non-trivial example of the model generating code.
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  (Depending on the complexity of the required task the generated code might not work. For example, making the model write code to move the square