***ScikitLLM*** is an LLM finetuned on writing references and code for the Scikit-Learn documentation.

Features of ScikitLLM includes:
* Support for RAG (three chunks)
* Sources and quotations using a modified version of the wiki syntax ("<ref>")
* Code samples and examples based on the code quoted in the chunks.
* Expanded knowledge/familiarity with the Scikit-Learn concepts and documentation.

## Training

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.

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.