food-truck-moderation-v1 – AI Model by dshirls | AlphaNeural AI

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dshirls/
food-truck-moderation-v1

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text-classification

food-truck-manager

text-embeddings-inference

endpoints_compatible

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Food Truck Manager — Signature Dish moderation

Binary text classifier for a food-truck game: allowed vs blocked user dish descriptions.

Fine-tuned from distilbert-base-uncased on game-specific examples (gross food humour allowed; slurs/threats blocked).

Labels

Label	Meaning
`allowed`	Silly/gross food humour (e.g. cockroach salad)
`blocked`	Profanity, hate, threats, sexual content

Usage

Local / app (recommended for custom model):

TEXT_MODERATION_PROVIDER=local-model # uses ml/text-moderation/output/model

Dedicated Inference Endpoint (for Heroku / cloud):

Model page → Deploy → Inference Endpoints
CPU instance is enough for DistilBERT
Set HUGGINGFACE_INFERENCE_ENDPOINT to the endpoint URL in web/.env

The shared hf-inference router does not host custom Hub models — only a curated catalog.

Example

python

from transformers import pipeline
clf = pipeline("text-classification", model="dshirls/food-truck-moderation-v1")
clf("cockroach salad")   # allowed
clf("fuck you cake")     # blocked