| To learn how it works, refer to Diverse Beam Search: Decoding Diverse Solutions from Neural Sequence Models. | |
| This approach has three main parameters: num_beams, num_beam_groups, and diversity_penalty. | |
| The diversity penalty ensures the outputs are distinct across groups, and beam search is used within each group. | |
| thon | |
| from transformers import AutoTokenizer, AutoModelForSeq2SeqLM | |
| checkpoint = "google/pegasus-xsum" | |
| prompt = ( | |
| "The Permaculture Design Principles are a set of universal design principles " | |
| "that can be applied to any location, climate and culture, and they allow us to design " | |
| "the most efficient and sustainable human habitation and food production systems. |