Artificial Intelligence
275 learners
Benchmarking LLMs on Text Generation
This course explores benchmarking for open-ended generation tasks like summarization. You'll experiment with different prompting styles, compare models like GPT-3.5 and GPT-4, and evaluate results using both fuzzy string similarity and semantic similarity via embeddings.
Python
3 lessons
10 practices
1 hour
NLP Model Evaluation and Optimization
Course details
Prompting for Summarization with LLMs
Reading CSV Files with Python
Simplifying Prompts for Better Summaries
Crafting Custom Prompts for Better Summaries
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