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@@ -7,7 +7,7 @@ license: mit
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  ## Prerequisites For Reproduction
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  1. **GPU**: Requires powerful GPUs - I used 7 Nvidia A100s.
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  2. **Train Time**: 1 week.
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- 3. **RAG Module**: Used to curate and help the model learn from students' prompts and adapt accordingly.
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  4. **Python Packages**: Install requirements.txt.
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  5. **Dataset**: Download [code_instructions_122k_alpaca_style](https://huggingface.co/datasets/TokenBender/code_instructions_122k_alpaca_style) plus some custom curated dataset
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  6. **Mistra-7B-Instruct-v0.1**: Download [mistralai/Mistral-7B-Instruct-v0.1 ](https://huggingface.co/mistralai/Mistral-7B-Instruct-v0.1) pytorch bin weights
 
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  ## Prerequisites For Reproduction
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  1. **GPU**: Requires powerful GPUs - I used 7 Nvidia A100s.
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  2. **Train Time**: 1 week.
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+ 3. **RAG Module**: Updates the knowledge base of the model in real-time with adaptive features learned from conversations with the model over time..
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  4. **Python Packages**: Install requirements.txt.
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  5. **Dataset**: Download [code_instructions_122k_alpaca_style](https://huggingface.co/datasets/TokenBender/code_instructions_122k_alpaca_style) plus some custom curated dataset
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  6. **Mistra-7B-Instruct-v0.1**: Download [mistralai/Mistral-7B-Instruct-v0.1 ](https://huggingface.co/mistralai/Mistral-7B-Instruct-v0.1) pytorch bin weights