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| <!--Edit this `README.md` markdown file to author your organization card.--> | |
| ## Welcome to Scikit-plots on Hugging Face Hub 🤗💙💚 | |
| This initiative brings together open-source contributors and ML practitioners to advance the interpretability and evaluation of machine learning models — including scikit-learn, XGBoost, CatBoost, TensorFlow, and more. | |
| Explore intuitive visualization tools, diagnostic plots, interactive demos, and resources — all designed to make your models more transparent, trustworthy, and easier to understand. | |
| See Also: | |
| --------- | |
| - https://huggingface.co/welcome | |
| - https://hub.docker.com/r/scikitplot/scikit-plots | |
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| Empowering ML practitioners with clear, insightful, and interactive AI-driven explanations to enhance understanding and foster trust. | |
| Selected AI Models | |
| ------------------ | |
| +--------------------------------------------------------+-------------------+------------------+------------+-------------+ | |
| | Model | Task | Last Updated | Downloads | Likes | | |
| +========================================================+===================+==================+============+=============+ | |
| | HuggingFaceH4/zephyr-7b-beta | Text Generation | Oct 16, 2024 | 595k | 1.72k | | |
| +--------------------------------------------------------+-------------------+------------------+------------+-------------+ | |
| | meta-llama/Llama-2-7b-chat-hf | Text Generation | Apr 17, 2024 | 1.23M | 4.43k | | |
| +--------------------------------------------------------+-------------------+------------------+------------+-------------+ | |
| | mistralai/Mistral-7B-Instruct | Text Generation | Nov 2024 | 3.1M | 6.21k | | |
| +--------------------------------------------------------+-------------------+------------------+------------+-------------+ | |
| | google/flan-t5-small | Text Generation | Oct 2023 | 2.7M | 3.58k | | |
| +--------------------------------------------------------+-------------------+------------------+------------+-------------+ | |
| | mistralai/tiny-random-LM | Text Generation | Mar 2024 | 145k | 610 | | |
| +--------------------------------------------------------+-------------------+------------------+------------+-------------+ | |
| ModelSight Tuned Variants | |
| -------------------------- | |
| +-----------------------------+--------------+----------------------------------------------+----------------------------------------------+ | |
| | Model Name | Size | Strengths | Use Case | | |
| +=============================+==============+==============================================+==============================================+ | |
| | modelsight-zephyr-7b | 7B params | SOTA chat/assistant, very contextual | Deep, interactive, rich explanations | | |
| +-----------------------------+--------------+----------------------------------------------+----------------------------------------------+ | |
| | modelsight-llama2-7b | 7B params | Balanced, chat-optimized, open weights | Scalable, efficient, powerful AI assistant | | |
| +-----------------------------+--------------+----------------------------------------------+----------------------------------------------+ | |
| | modelsight-mistral-7b | 7B params | Compact, high-performance, fast response | Assistant, educational tools, reasoning | | |
| +-----------------------------+--------------+----------------------------------------------+----------------------------------------------+ | |
| | modelsight-flan-t5-small | ~80M params | Instruction-tuned, very lightweight | Cost-efficient reasoning or microservices | | |
| +-----------------------------+--------------+----------------------------------------------+----------------------------------------------+ | |
| | modelsight-tiny-demo | <100M params | Minimalist, tiny LLM for demo or testing use | Local testing, architecture pipelines | | |
| +-----------------------------+--------------+----------------------------------------------+----------------------------------------------+ | |
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