Shypd.aiThe largest open index of AI toolsEcco is an AI Agents & Automation tool that explains, analyzes, and visualizes NLP language models. It creates interactive visualizations directly in Jupyter notebooks for Transformer-based models like GPT2, BERT, and T5.
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About
Ecco is a Python library designed for exploring, explaining, and visualizing Natural Language Processing models, particularly Transformer-based language models such as GPT2, BERT, RoBERTA, T5, and T0. It provides interactive visualizations directly within Jupyter notebooks, allowing users to understand model behavior without focusing on training or fine-tuning. Key features include support for a wide range of models, the ability to add local Hugging Face models, various feature attribution methods (e.g., IntegratedGradients, DeepLift), and tools for analyzing neuron activations and patterns. Ecco helps researchers and developers gain intuition into how these complex models process information and make decisions.
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