PEFT
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  tags:
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  - code
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  ---
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- # Astraios: A Recipe for Parameter-Efficient Instruction Tuning Code Language Models
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  <p align="center" width="100%">
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  <a ><img src="https://github.com/bigcode-project/astraios/blob/main/visuals/banner.png?raw=true" alt="Astraios" style="width: 20%; min-width: 300px; display: block; margin: auto;"></a>
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  </p>
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  > Astraios-1B-LoRA is an instruction tuned model with 15.5B parameters created by finetuning StarCoderBase on CommitPackFT & OASST as described in the Astraios paper.
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  - **Repository:** [bigcode-project/astraios](https://github.com/bigcode-project/astraios)
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- - **Paper:** [Astraios: A Recipe for Parameter Efficient Instruction Tuning Code Language Models]()
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  - **Languages:** 80+ Programming languages
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  - **✨Astraios:**
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  <table>
 
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  tags:
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  - code
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  ---
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+ # Astraios: Parameter-Efficient Instruction Tuning Code Large Language Models
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  <p align="center" width="100%">
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  <a ><img src="https://github.com/bigcode-project/astraios/blob/main/visuals/banner.png?raw=true" alt="Astraios" style="width: 20%; min-width: 300px; display: block; margin: auto;"></a>
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  </p>
 
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  > Astraios-1B-LoRA is an instruction tuned model with 15.5B parameters created by finetuning StarCoderBase on CommitPackFT & OASST as described in the Astraios paper.
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  - **Repository:** [bigcode-project/astraios](https://github.com/bigcode-project/astraios)
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+ - **Paper:** [Astraios: Parameter-Efficient Instruction Tuning Code Large Language Models]()
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  - **Languages:** 80+ Programming languages
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  - **✨Astraios:**
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  <table>