From d32279438a73e71961f53baa4fb47d0f08c2984d Mon Sep 17 00:00:00 2001 From: BatJedi <40696362+BatJedi@users.noreply.github.com> Date: Tue, 21 Jul 2020 13:24:57 +0530 Subject: [PATCH] Created model card for my extreme summarization model (#5839) * Created model card for my extreme summarization model * Update model_cards/yuvraj/xSumm/README.md Co-authored-by: Julien Chaumond --- model_cards/yuvraj/xSumm/README.md | 26 ++++++++++++++++++++++++++ 1 file changed, 26 insertions(+) create mode 100644 model_cards/yuvraj/xSumm/README.md diff --git a/model_cards/yuvraj/xSumm/README.md b/model_cards/yuvraj/xSumm/README.md new file mode 100644 index 00000000000..12c1141984d --- /dev/null +++ b/model_cards/yuvraj/xSumm/README.md @@ -0,0 +1,26 @@ +--- +language: "en" +tags: +- summarization +- extreme summarization +--- +​ +## Model description +​ +BartForConditionalGenerationModel for extreme summarization- creates a one line abstractive summary of a given article +​ +## How to use +​ +PyTorch model available +​ +```python +from transformers import AutoTokenizer, AutoModelWithLMHead, pipeline +​ +tokenizer = AutoTokenizer.from_pretrained("yuvraj/xSumm") +model = AutoModelWithLMHead.from_pretrained("yuvraj/xSumm") +​ +xsumm = pipeline('summarization', model=model, tokenizer=tokenizer) +xsumm("") +​ +## Limitations and bias +Trained on a small fraction of the xsumm training dataset