sgarbi/bert-fda-nutrition-ner

Individual publisher

Nutrition and ingredient wording buried in regulatory text has to be picked apart before it is usable. These are downloadable model weights, with code, that tag nutrition related terms inside food and labelling text.

Models, data & tools
Food safety, quality & nutrition
Free · Open source
Self-hosted / on-premise · Downloadable
Visit provider site
QUICK INFO
SOLUTION TYPE
Models, data & tools
TECHNOLOGY CATEGORY
Models & fine-tunes
AREA OF WORK
Food safety, quality & nutrition
ACCESS
Free · Open source
DEPLOYMENT
Self-hosted / on-premise · Downloadable
SOURCE REVIEWED
August 17, 2026

What it helps with

  • Find nutrition terms inside labelling rules
  • Pull ingredient wording out of regulatory text
  • Tag nutrient names in food documents
  • Make sense of long labelling text
  • Build search over food label rules
  • Structure nutrition wording from regulations

Scope & audience

WHO IT'S FOR

Developer / AI builder

AREA OF WORK

Food safety, quality & nutrition

COMMODITY / SCOPE

Cross-commodity

Access & technical details

ACCESS

Anyone can get it

INTERFACE

Model download / weights · Code repository

DEPLOYMENT

You run it yourself

LANGUAGES

Not stated by provider

Source information

This listing was compiled from publicly available source material. Verify current details with the provider.

PROVIDER DOCUMENTATION
Reviewed August 2026

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