ml6team / mt5-small-german-query-generation

huggingface.co
Total runs: 915
24-hour runs: 0
7-day runs: -27
30-day runs: 500
Model's Last Updated: April 27 2022
text-generation

Introduction of mt5-small-german-query-generation

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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mt5-small-german-query-generation huggingface.co is an AI model on huggingface.co that provides mt5-small-german-query-generation's model effect (), which can be used instantly with this ml6team mt5-small-german-query-generation model. huggingface.co supports a free trial of the mt5-small-german-query-generation model, and also provides paid use of the mt5-small-german-query-generation. Support call mt5-small-german-query-generation model through api, including Node.js, Python, http.

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https://huggingface.co/ml6team/mt5-small-german-query-generation

ml6team mt5-small-german-query-generation online free

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https://huggingface.co/ml6team/mt5-small-german-query-generation

mt5-small-german-query-generation install

mt5-small-german-query-generation is an open source model from GitHub that offers a free installation service, and any user can find mt5-small-german-query-generation on GitHub to install. At the same time, huggingface.co provides the effect of mt5-small-german-query-generation install, users can directly use mt5-small-german-query-generation installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

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https://huggingface.co/ml6team/mt5-small-german-query-generation

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