---
title: Kumo Tabular in the Browser
emoji: 📊
colorFrom: green
colorTo: gray
sdk: static
app_file: index.html
pinned: false
license: apache-2.0
short_description: Zero-shot tabular predictions on your CSV, fully in-browser
models:
  - onnx-community/kumo-tabular-small-classifier-ONNX
  - onnx-community/kumo-tabular-small-regressor-ONNX
  - nvidia/Kumo-Tabular
tags:
  - tabular
  - webgpu
  - duckdb
  - transformers.js
---

# Kumo Tabular in the Browser

Drop a CSV or Parquet file, pick a target column, and get zero-shot predictions from NVIDIA's [Kumo Tabular](https://huggingface.co/nvidia/Kumo-Tabular) (Small). DuckDB-WASM loads and queries the data; the model runs as ONNX on WebGPU (WASM fallback) through Transformers.js. Nothing leaves the page.

Models: [classifier](https://huggingface.co/onnx-community/kumo-tabular-small-classifier-ONNX), [regressor](https://huggingface.co/onnx-community/kumo-tabular-small-regressor-ONNX) (OpenMDW-1.1). Code: [shreyaskarnik/kumo-tabular-web](https://github.com/shreyaskarnik/kumo-tabular-web) (Apache-2.0).