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| tags: |
| - code-llm |
| - mistral-7b |
| - language-model |
| --- |
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| # Model Card for 01Coder 7B |
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| This model card provides details about a code language model (LLM) based on Mistral 7B architecture. It has been trained on a combination of three datasets: ise-uiuc/Magicoder-OSS-Instruct-75K, HuggingFaceH4/CodeAlpaca_20K, and theblackcat102/evol-codealpaca-v1. |
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| ## Model Details |
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| ### Model Description |
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| This model is a language model fine-tuned for code generation tasks, leveraging the Mistral 7B base model architecture. It has been trained on a combination of three datasets, namely Magicoder-OSS-Instruct-75K, CodeAlpaca_20K, and evol-codealpaca-v1. The model aims to assist developers in generating code snippets for various programming tasks, ranging from natural language instructions to specific coding prompts. |
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| - **Developed by:** Manoj Athreya A |
| - **Model type:** Language model (LLM) |
| - **License:** [Apache 2.0 License] |
| - **Finetuned from model:** Mistral 7B |
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| ## Intended Uses |
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| - Code generation from natural language prompts. |
| - Assisting developers in completing code snippets. |
| - Augmenting code-related tasks with automated generation capabilities. |
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| ## Limitations and Ethical Considerations |
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| - **Bias:** As with any language model, biases present in the training data may manifest in the generated code snippets. |
| - **Accuracy:** While the model aims to generate accurate code, it may occasionally produce incorrect or suboptimal solutions, especially for complex tasks. |
| - **Security:** Generated code should be reviewed for security vulnerabilities, as the model may inadvertently produce insecure implementations. |
| - **Ethical Use:** Users are encouraged to employ the model responsibly and ethically, avoiding harmful or malicious use cases. |
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| ### Recommendations |
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| - Fine-tuning the model on specific domains or tasks may improve its performance. |
| - Validate generated code in real-world scenarios to ensure its correctness and reliability. |
| - Provide feedback to continuously improve the model's performance and address any issues encountered during usage. |
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| ## License |
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| - The source code in this repo is licensed under the Apache 2.0 license. |
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| ## Version History |
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| - 01-Coder-7Bv0.1 |
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