Model Details of mt5-small-german-query-generation
mt5-small-german-query-generation
Model description:
This model was created with the purpose to generate possible queries for a german input article.
For this model, we finetuned a multilingual T5 model
mt5-small
on the
MMARCO dataset
the machine translated version of the MS MARCO dataset.
The model was trained for 1 epoch, on 200,000 unique queries of the dataset. We trained the model on one K80 GPU for 25,000 iterations with following parameters:
learning rate: 1e-3
train batch size: 8
max input sequence length: 512
max target sequence length: 64
Model Performance:
Model evaluation was done on 2000 evaluation paragraphs of the dataset. Mean
f1 ROUGE scores
were calculated for the model.
Rouge-1
Rouge-2
Rouge-L
0.162
0.052
0.161
Runs of ml6team mt5-small-german-query-generation on huggingface.co
915
Total runs
0
24-hour runs
28
3-day runs
-27
7-day runs
500
30-day runs
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