Shypd.aiThe largest open index of AI toolsInstructLab is an open source project designed to enhance large language models (LLMs) used in generative AI applications. It provides a community-driven approach to developing and improving LLM capabilities through skills recipes and synthetic data generation.
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InstructLab is an open source project focused on advancing large language models (LLMs) through a community-driven approach. It enables users to contribute 'skills recipes' which are example inputs and outputs for desired LLM capabilities. These recipes are then used to systematically generate synthetic data, which in turn fine-tunes the InstructLab base model. The project emphasizes a structured taxonomy for organizing skills, helping to identify gaps and generate diverse synthetic data efficiently. Users can experiment locally with synthetic data generation, model training, serving, and chatting with the model using the `ilab` command-line interface and quantized models available on GitHub. This collaborative framework aims to change how LLMs are developed and improved.
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