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t5-base-finetuned-xsum
brutusxu/t5-base-finetuned-xsum
t5-base-finetuned-xsum is a machine learning model from brutusxu. Use it for the machine learning task on the model card, and read the license before you ship it in a product. It is set up for transformers.
maxinputlength: 512<br maxtgtlength: 128<br epoch: 3<br optimizer: AdamW<br lr: 2e-5<br weightdecay: 1e-3<br fp16: False<br prefix: "summarize: "<br
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At a glance
- Library
- transformers
- Model type
- t5
- Access
- Public
- Created
- Dec 4, 2022
- Updated
- Dec 4, 2022
- SHA
- 34ef68a3
Model card
From the Hugging Face model README
t5-base finetuned on xsum dataset
train args<br>
max_input_length: 512<br> max_tgt_length: 128<br> epoch: 3<br> optimizer: AdamW<br> lr: 2e-5<br> weight_decay: 1e-3<br> fp16: False<br> prefix: "summarize: "<br>
performance<br>
train_loss 0.5976<br> eval_loss: 0.5340<br> eval_rouge1: 34.6791<br> eval_rouge2: 12.8236<br> eval_rougeL: 28.1201<br> eval_rougeLsum: 28.1241<br>
usage<br>
from transformers import AutoTokenizer, AutoModelForSeq2SeqLM<br>
dependency<br>
trained with transformers==4.24<br> compatible with transformers==3.0.2<br>
- Library
- transformers
- Type
- t5
- Created
- Dec 4, 2022
- Updated
- Dec 4, 2022