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Add Gradio classifier app (app.py, requirements.txt, README)

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metadata

title: Sita Sector Classifier
emoji: 🌍
colorFrom: green
colorTo: green
sdk: gradio
sdk_version: 4.44.1
app_file: app.py
pinned: false

Sita Sector Classifier

Gradio web UI for the fine-tuned DistilBERT sector classifier built by MC Studio (Christine Matinde and Stacey Nduta) for the IBM x MC Studio Program.

What it does

Paste a company description and it predicts the most likely Sita Sector industry, with confidence.

Model

Model: mcsqstudio/africa-sector-classifier (DistilBERT fine-tuned on 7 sectors)
Dataset: mcsqstudio/africa-startup-directory

Sectors

Code	Sector
ATX	Agritech
ETX	Edtech
HTX	Healthtech
FTX	Fintech
REC	Retail & E-commerce
ERG	Energy
MFG	Manufacturing

Note

This Space activates the model lazily on first use. If it reports that the model is not ready, run Sita_Sector_Model_v2_transformers.ipynb in Colab to fine-tune and push the model, then click Classify again.