Capabilities and Limitations
SLMs can perform well on specific tasks, such as:
- Text classification: SLMs can be trained to classify text into categories, such as spam vs. non-spam emails or positive vs. negative reviews.
- Sentiment analysis: SLMs can be trained to analyze text and determine the sentiment or emotional tone of the text.
- Language translation: SLMs can be trained to translate text from one language to another, although their performance may be limited to specific domains or languages.
- Conversational dialogue: SLMs can be trained to engage in simple conversations, although their performance may be limited to specific topics or domains.