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README.md
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@@ -16,14 +16,34 @@ This initiative brings together open-source contributors and ML practitioners to
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Explore intuitive visualization tools, diagnostic plots, interactive demos, and resources — all designed to make your models more transparent, trustworthy, and easier to understand.
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+---------------------------+--------------+---------------------------------------------+----------------------------------------------+
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| Model Name | Size | Strengths
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+===========================+==============+=============================================+==============================================+
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| modelsight-gpt2-base | ~124M params | Lightweight, fast, cost-effective | Prototyping, basic explanations |
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+---------------------------+--------------+---------------------------------------------+----------------------------------------------+
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| modelsight-zephyr-7b | 7B params | SOTA chat/assistant, very contextual | Deep, interactive, rich explanations |
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+---------------------------+--------------+---------------------------------------------+----------------------------------------------+
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| modelsight-llama2-7b | 7B params | Balanced, chat
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+---------------------------+--------------+---------------------------------------------+----------------------------------------------+
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Explore intuitive visualization tools, diagnostic plots, interactive demos, and resources — all designed to make your models more transparent, trustworthy, and easier to understand.
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Empowering ML practitioners with clear, insightful, and interactive AI-driven explanations to enhance understanding and foster trust.
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Selected AI Models
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+---------------------------------------------+-------------------+------------------+------------+-------------+
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| Model | Task | Last Updated | Downloads | Likes |
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+=============================================+===================+==================+============+=============+
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| openai-community/gpt2 | Text Generation | Feb 19, 2024 | 10.5M | 2.76k |
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+---------------------------------------------+-------------------+------------------+------------+-------------+
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| HuggingFaceH4/zephyr-7b-beta | Text Generation | Oct 16, 2024 | 595k | 1.72k |
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+---------------------------------------------+-------------------+------------------+------------+-------------+
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| meta-llama/Llama-2-7b-chat-hf | Text Generation | Apr 17, 2024 | 1.23M | 4.43k |
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+---------------------------------------------+-------------------+------------------+------------+-------------+
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ModelSight Tuned Variants
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--------------------------
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+---------------------------+--------------+---------------------------------------------+----------------------------------------------+
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| Model Name | Size | Strengths | Use Case |
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+===========================+==============+=============================================+==============================================+
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| modelsight-gpt2-base | ~124M params | Lightweight, fast, cost-effective | Prototyping, basic explanations |
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+---------------------------+--------------+---------------------------------------------+----------------------------------------------+
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| modelsight-zephyr-7b | 7B params | SOTA chat/assistant, very contextual | Deep, interactive, rich explanations |
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+---------------------------+--------------+---------------------------------------------+----------------------------------------------+
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| modelsight-llama2-7b | 7B params | Balanced, chat-optimized, open weights | Scalable, efficient, powerful AI assistant |
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+---------------------------+--------------+---------------------------------------------+----------------------------------------------+
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