| # GPT2 Keyword Based Lecture Generator | |
| ## Model description | |
| GPT2 fine-tuned on the TED Talks Dataset (published under the Creative Commons BY-NC-ND license). | |
| ## Intended uses | |
| Used to generate spoken-word lectures. | |
| ### How to use | |
| Input text: | |
| <BOS> title <|SEP|> Some keywords <|SEP|> | |
| Keyword Format: "Main Topic"."Subtopic1","Subtopic2","Subtopic3" | |
| Code Example: | |
| ``` | |
| prompt = <BOS> + title + \\ | |
| <|SEP|> + keywords + <|SEP|> | |
| generated = torch.tensor(tokenizer.encode(prompt)).unsqueeze(0) | |
| model.eval(); | |
| ``` | |