📢Day 19/100: Choosing the Right Language Model
For Amharic Named Entity Recognition, we fine-tuned three models:
1️⃣ XLM-Roberta: Best for multilingual NLP.
2️⃣ mBERT: Balanced performance.
3️⃣ DistilBERT: Lightweight but slightly less accurate.
💡 Insight: XLM-Roberta outperformed others in accuracy and entity recognition for Amharic e-commerce data.
💡 Question: What’s your experience with fine-tuning NLP models for underrepresented languages?
#AI #NLP #ModelSelection #FintechAfrica
For Amharic Named Entity Recognition, we fine-tuned three models:
1️⃣ XLM-Roberta: Best for multilingual NLP.
2️⃣ mBERT: Balanced performance.
3️⃣ DistilBERT: Lightweight but slightly less accurate.
💡 Insight: XLM-Roberta outperformed others in accuracy and entity recognition for Amharic e-commerce data.
💡 Question: What’s your experience with fine-tuning NLP models for underrepresented languages?
#AI #NLP #ModelSelection #FintechAfrica