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gemma-food-drink-extractor

cdameron1024 / gemma-food-drink-extractor

Run on huggingface.co
huggingface.co
Total runs: 2
24-hour runs: 0
7-day runs: -27
30-day runs: -26
Model's Last Updated: September 14 2026

Introduction of gemma-food-drink-extractor

Model Details of gemma-food-drink-extractor

Gemma Food & Drink Extractor

A small language model project based on Gemma, designed for structured food and drink extraction from text descriptions.

Task

Given a text description, the model is intended to return structured output in the following format:

food_or_drink: 0 or 1
tags:
foods:
drinks:

Base Model

Gemma 3 270M

Dataset

FoodExtract-1k

Intended Use

This project demonstrates:

  • dataset preparation
  • prompt/response formatting
  • train/test splitting
  • Hugging Face pipelines
  • supervised fine-tuning workflow with TRL
  • evaluation of predictions against test labels
  • model packaging and Hugging Face Hub deployment
Example

Input:

A plate contains grilled chicken, rice, and broccoli.

Expected structured output:

food_or_drink: 1
tags: fi
foods: grilled chicken, rice, broccoli
drinks:

Limitations

This is an educational model project. Model quality depends on training completion, dataset quality, and hardware used for fine-tuning.

Author

Christopher Dameron

Runs of cdameron1024 gemma-food-drink-extractor on huggingface.co

2
Total runs
0
24-hour runs
-3
3-day runs
-27
7-day runs
-26
30-day runs

More Information About gemma-food-drink-extractor huggingface.co Model

gemma-food-drink-extractor huggingface.co

gemma-food-drink-extractor huggingface.co is an AI model on huggingface.co that provides gemma-food-drink-extractor's model effect (), which can be used instantly with this cdameron1024 gemma-food-drink-extractor model. huggingface.co supports a free trial of the gemma-food-drink-extractor model, and also provides paid use of the gemma-food-drink-extractor. Support call gemma-food-drink-extractor model through api, including Node.js, Python, http.

gemma-food-drink-extractor huggingface.co Url

https://huggingface.co/cdameron1024/gemma-food-drink-extractor

cdameron1024 gemma-food-drink-extractor online free

gemma-food-drink-extractor huggingface.co is an online trial and call api platform, which integrates gemma-food-drink-extractor's modeling effects, including api services, and provides a free online trial of gemma-food-drink-extractor, you can try gemma-food-drink-extractor online for free by clicking the link below.

cdameron1024 gemma-food-drink-extractor online free url in huggingface.co:

https://huggingface.co/cdameron1024/gemma-food-drink-extractor

gemma-food-drink-extractor install

gemma-food-drink-extractor is an open source model from GitHub that offers a free installation service, and any user can find gemma-food-drink-extractor on GitHub to install. At the same time, huggingface.co provides the effect of gemma-food-drink-extractor install, users can directly use gemma-food-drink-extractor installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

gemma-food-drink-extractor install url in huggingface.co:

https://huggingface.co/cdameron1024/gemma-food-drink-extractor

Url of gemma-food-drink-extractor

gemma-food-drink-extractor huggingface.co Url

Provider of gemma-food-drink-extractor huggingface.co

cdameron1024
ORGANIZATIONS
huggingface.co

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