Part 10/13:
- Smaller models like Llama 2 excelled in dialogue and multi-turn conversations, thanks to their training focus on chat.
Limitations and Observations
Models often struggled with:
Medical paraphrasing: They lacked domain-specific nuance to accurately rephrase technical content.
NER and information extraction: Given specialized vocabularies, models missed complex entity relationships.
Token Limits: Handling large texts exceeded token capabilities, requiring truncation strategies.