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README.md ADDED
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+ Original model link: [Pclanglais/ScikitLLM-Model](https://huggingface.co/Pclanglais/ScikitLLM-Model)
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+ For imatrix data generation, kalomaze's `groups_merged.txt` were used you can find it [here](https://github.com/ggerganov/llama.cpp/files/14194570/groups_merged.txt).
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+ Original model README below.
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+ ***ScikitLLM*** is an LLM finetuned on writing references and code for the Scikit-Learn documentation.
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+ Features of ScikitLLM includes:
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+ * Support for RAG (three chunks)
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+ * Sources and quotations using a modified version of the wiki syntax ("<ref>")
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+ * Code samples and examples based on the code quoted in the chunks.
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+ * Expanded knowledge/familiarity with the Scikit-Learn concepts and documentation.
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+ ## Training
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+ ScikitLLM is based on Mistral-OpenHermes 7B, a pre-existing finetune version of Mistral 7B. OpenHermes already include many desired capacities for the end use, including instruction tuning, source analysis, and native support for the chatML syntax.
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+ As a fine-tune of a fine-tune, ScikitLLM has been trained with a lower learning rate than is commonly used in fine-tuning projects.
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