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cross-encoder-mmarco-german-distilbert-base

ml6team / cross-encoder-mmarco-german-distilbert-base

Run on huggingface.co
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Total runs: 825
24-hour runs: 0
7-day runs: 162
30-day runs: -1.0K
Model's Last Updated: April 03 2025
text-ranking

Introduction of cross-encoder-mmarco-german-distilbert-base

Model Details of cross-encoder-mmarco-german-distilbert-base

cross-encoder-mmarco-german-distilbert-base

Model description:

This model is a fine-tuned cross-encoder on the MMARCO dataset which is the machine translated version of the MS MARCO dataset. As base model for the fine-tuning we use distilbert-base-multilingual-cased

Model input samples are tuples of the following format, either <query, positive_paragraph> assigned to 1 or <query, negative_paragraph> assigned to 0.

The model was trained for 1 epoch.

Model usage

The cross-encoder model can be used like this: 

from sentence_transformers import CrossEncoder
model = CrossEncoder('model_name')
scores = model.predict([('Query 1', 'Paragraph 1'), ('Query 2', 'Paragraph 2')])

The model will predict scores for the pairs ('Query 1', 'Paragraph 1') and ('Query 2', 'Paragraph 2') .

For more details on the usage of the cross-encoder models have a look into the Sentence-Transformers

Model Performance:

Model evaluation was done on 2000 evaluation paragraphs of the dataset.

Accuracy F1-Score Precision Recall
89.70 86.82 86.82 93.50

Runs of ml6team cross-encoder-mmarco-german-distilbert-base on huggingface.co

825
Total runs
0
24-hour runs
76
3-day runs
162
7-day runs
-1.0K
30-day runs

More Information About cross-encoder-mmarco-german-distilbert-base huggingface.co Model

More cross-encoder-mmarco-german-distilbert-base license Visit here:

https://choosealicense.com/licenses/apache-2.0

cross-encoder-mmarco-german-distilbert-base huggingface.co

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cross-encoder-mmarco-german-distilbert-base huggingface.co Url

https://huggingface.co/ml6team/cross-encoder-mmarco-german-distilbert-base

ml6team cross-encoder-mmarco-german-distilbert-base online free

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ml6team cross-encoder-mmarco-german-distilbert-base online free url in huggingface.co:

https://huggingface.co/ml6team/cross-encoder-mmarco-german-distilbert-base

cross-encoder-mmarco-german-distilbert-base install

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

cross-encoder-mmarco-german-distilbert-base install url in huggingface.co:

https://huggingface.co/ml6team/cross-encoder-mmarco-german-distilbert-base

Url of cross-encoder-mmarco-german-distilbert-base

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