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README.md ADDED
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+ ---
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+ license: apache-2.0
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+ datasets:
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+ - ajibawa-2023/Code-290k-ShareGPT
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+ - m-a-p/Code-Feedback
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+ - microsoft/orca-math-word-problems-200k
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+ - teknium/openhermes
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+ language:
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+ - en
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+ tags:
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+ - code
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+ - mathematics
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+ ---
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+
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+ **Code-Mistral-7B**
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+
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+
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+ This Model is trained on refined version of my dataset [Code-290k-ShareGPT](https://huggingface.co/datasets/ajibawa-2023/Code-290k-ShareGPT).
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+ Besides this it is trained on following datasets:
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+
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+ [Code-Feedback](https://huggingface.co/datasets/m-a-p/Code-Feedback)
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+
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+ [orca-math-word-problems-200k](https://huggingface.co/datasets/microsoft/orca-math-word-problems-200k)
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+
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+ [Openhermes](https://huggingface.co/datasets/teknium/openhermes)
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+
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+ The idea was to check how this Model will perform with both Code & Maths datasets. This model is very good with Coding.
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+ Maths is still hit & miss but you can test out this model.
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+
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+ This Model is trained on massive datasets so the results are very good.
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+ I have used ChatML prompt format.
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+
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+ Kindly note this is qLoRA version, a rare exception.
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+
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+
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+ **Training:**
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+ Entire dataset was trained on 4 x A100 80GB. For 3 epoch, training took almost 33 Hours. Axolotl codebase was used for training purpose.
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+ Entire data is trained on Mistral.
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+
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+ **Example Prompt:**
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+ This model uses **ChatML** prompt format.
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+
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+ ```
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+ <|im_start|>system
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+ You are a helpful AI assistant.<|im_end|>
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+ <|im_start|>user
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+ {prompt}<|im_end|>
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+ <|im_start|>assistant
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+
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+ ```
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+ You can modify above Prompt as per your requirement.
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+
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+
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+ I want to say special Thanks to the Open Source community for helping & guiding me to better understand the AI/Model development.
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+
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+ Thank you for your love & support.
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+
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+
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+ **Example Output**
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+
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+
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+ **C++**
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+
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+ ![image/jpeg](https://cdn-uploads.huggingface.co/production/uploads/64aea8ff67511bd3d965697b/jcmEZSRX7s7-B_ZybWwwN.jpeg)
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+
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+ **Error Resolving**
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+
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+ ![image/jpeg](https://cdn-uploads.huggingface.co/production/uploads/64aea8ff67511bd3d965697b/iy89IxjiZXAY4Id-ieLg7.jpeg)
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+
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+ **Matrices**
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+
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+ ![image/jpeg](https://cdn-uploads.huggingface.co/production/uploads/64aea8ff67511bd3d965697b/zFfq9lBA63wQzy0tP3_hd.jpeg)
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+
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+ **Machine Learning**
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+
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+ ![image/jpeg](https://cdn-uploads.huggingface.co/production/uploads/64aea8ff67511bd3d965697b/Nv8dCpNxRtJGkOuulKzmn.jpeg)
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+
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+
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+ {
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+ "_name_or_path": "/home/mla100wus3/Downloads/Code-7B",
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