Tensormorph

🔬 Tensormorph 👋

Tensormorph is a professional Tensor IDE for visually exploring, inspecting, comparing, debugging, and transforming tensors and open-weight AI models. It helps machine-learning engineers navigate models from complete architectures through layers, modules, tensors, matrix tiles, and individual scalar values. Tensormorph aims to make model weights easier to understand through interactive visualization, statistics, heatmaps, model comparison, quantization analysis, and scalable tensor inspection.

It helps machine-learning engineers understand models at every level - from complete architectures and layers down to individual modules, tensors, matrix tiles, and scalar values.

🌐 Connect with Tensormorph

✨ What Tensormorph Provides

• 🧠 Model Exploration - Navigate complete model architectures, layers, modules, and tensors.
• 🔍 Tensor Inspection - Examine tensors from high-level structures down to individual scalar values.
• 📊 Statistics & Visualization - Understand tensor distributions and numerical properties through interactive statistics and visualizations.
• 🌡️ Heatmaps - Visually explore tensor and matrix values using interactive heatmaps.
• ⚖️ Model Comparison - Compare models, layers, tensors, and weights to identify differences and similarities.
• 🧮 Quantization Analysis - Inspect and analyze quantized tensors and model weights.
• 🐞 Debugging - Investigate model behavior and numerical data interactively.
• 🔄 Tensor Transformation - Explore and transform tensor data through an interactive environment.
• 🚀 Scalable Inspection - Work with large tensors and open-weight models while navigating data at multiple levels of detail.

🎯 Our Goal

Tensormorph aims to make AI model weights understandable.

By combining interactive visualization, deep tensor inspection, statistics, comparison tools, and model analysis, Tensormorph provides a visual environment for understanding what is inside modern AI models.

Explore the model. Inspect the tensors. Understand the weights.

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🔬 Tensormorph - Visual intelligence for tensors and AI models.