From 6ad221daf32449e9210877dd7ae8bcea6cee14ed Mon Sep 17 00:00:00 2001 From: Yizhe Date: Tue, 10 Mar 2020 17:03:06 -0700 Subject: [PATCH] Create README.md --- .../microsoft/DialoGPT-small/README.md | 20 +++++++++++++++++++ 1 file changed, 20 insertions(+) create mode 100644 model_cards/microsoft/DialoGPT-small/README.md diff --git a/model_cards/microsoft/DialoGPT-small/README.md b/model_cards/microsoft/DialoGPT-small/README.md new file mode 100644 index 0000000000..709987edb9 --- /dev/null +++ b/model_cards/microsoft/DialoGPT-small/README.md @@ -0,0 +1,20 @@ +## A State-of-the-Art Large-scale Pretrained Response generation model (DialoGPT) + +DialoGPT is a SOTA large-scale pretrained dialogue response generation model for multiturn conversations. +The [human evaluation results](https://github.com/dreasysnail/Dialogpt_dev#human-evaluation) indicate that the response generated from DialoGPT is comparable to human response quality under a single-turn conversation Turing test. +The model is trained on 147M multi-turn dialogue from Reddit discussion thread. + +* Multi-turn generation examples from an interactive environment: + +|Role | Response | +|---------|--------| +|User | Does money buy happiness? | +| Bot | Depends how much money you spend on it .| +|User | What is the best way to buy happiness ? | +| Bot | You just have to be a millionaire by your early 20s, then you can be happy . | +|User |This is so difficult ! | +| Bot | You have no idea how hard it is to be a millionaire and happy . There is a reason the rich have a lot of money | + +Please find the information about preprocessing, training and full details of the DialoGPT in the [original DialoGPT repository](https://github.com/microsoft/DialoGPT) + +ArXiv paper: [https://arxiv.org/abs/1911.00536](https://arxiv.org/abs/1911.00536)