---
title: TabFM Small Data Champion
emoji: 🏆
colorFrom: yellow
colorTo: red
sdk: gradio
sdk_version: 6.19.0
app_file: app.py
short_description: TabFM vs classic ML on tiny tables
startup_duration_timeout: 1h
---

# TabFM Small Data Champion

Custom `gr.Server` benchmark arena comparing `google/tabfm-1.0.0-pytorch`
against XGBoost, LightGBM, Random Forest, and a linear baseline on small
tabular datasets.

The app pre-computes benchmark rows at startup, serves a custom dark frontend,
and exposes Gradio API endpoints for benchmark results, dataset metadata, model
metadata, and a single live benchmark run.