# Hugging Face — Rocket Money x Hugging Face: Scaling Volatile ML Models in Production​

- Company: Hugging Face (huggingface.co)
- Announced: 2023-09-19
- Category: partnership-acquisition
- Coverage: not counted
- Announcement: yes
- Group: announcements
- Source: https://huggingface.co/blog/rocketmoney-case-study
- Record: https://forck.live/items/1993-rocket-money-x-hugging-face-scaling-volatile-ml-models-in-production
- Subject: Platform

Rocket Money uses Hugging Face's Inference API to serve a BERT-based text classification model for transaction categorization, replacing a regex-based system and scaling to over 100 million transactions per month.

## Evidence

Verbatim from https://huggingface.co/blog/rocketmoney-case-study:

> After an extensive three-month evaluation period, we chose Hugging Face to host our models.

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