sharaddition / paraphrase-gpt

T5 model fine tuned on GPT-3.5 generated paraphrase corpus of 6.3 million unique sentences.

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Run with an API
Playground API Examples README Versions

Input

Output

Run time and cost

This model costs approximately $0.00031 to run on Replicate, or 3225 runs per $1, but this varies depending on your inputs. It is also open source and you can run it on your own computer with Docker.

This model runs on CPU hardware. Predictions typically complete within 4 seconds.

Readme

This model generates Human like Paraphrases.

Model description

T5-Base model fine tuned on GPT-3.5 generated paraphrase corpus of 6.3 million unique sentences.

Intended use

Generates paraphrases of any sentence/question while retaining the meaning, and could be used by teachers to prepare unique question paper, content writers to enhance their creativity, etc.

Ethical considerations

One should not misuse/abuse such tools to cheat in any kind of events where AI/ML tools are not fair play.

Caveats and recommendations

If you wish to improve the model, then I would recommend to fine-tune better version of T5 i.e. Flan-T5 on the same dataset, it’s simplified version can be found here.