Fine-tuning large language models (LLMs) for Amharic Named Entity Recognition (NER) to support a centralized telegram e-commerce platform
This project focuses on fine-tuning LLM’s for Amharic Named Entity Recognition (NER) system that extracts key business entities such as product names, prices, and Locations, from text, images, and documents shared across these Telegram channels. The extracted data will be used to populate EthioMart's centralised database, making it a comprehensive e-commerce hub.
Data Extracted from Telegram Channels
- @ethio_brand_collection
- @gebeyaadama
- @ZemenExpress
- @nevacomputer
- @MerttEka
- @Shewabrand
- @Fashiontera
- @marakibrand
- @belaclassic
- Realtime data extraction from telegram channel
- Fine tuning LLM to extract Entities like Product name, price location