tartuNLP / mmBERT-small-m-edu-classifier

huggingface.co
Total runs: 75
24-hour runs: -1
7-day runs: -3
30-day runs: 3
Model's Last Updated: September 16 2025
text-classification

Introduction of mmBERT-small-m-edu-classifier

Model Details of mmBERT-small-m-edu-classifier

Multilingual Educational Content Classifier

Trained on full documents of up to 8192 tokens in total. The train set of tartuNLP/fineweb-c-combined-resample was used, which itself is a mix and a resample of HuggingFaceFW/fineweb-edu-llama3-annotations and data-is-better-together/fineweb-c .

Labels
{0: '❗ Problematic Content ❗', 1: 'None', 2: 'Minimal', 3: 'Basic', 4: 'Good', 5: 'Excellent'}
Classification Report

Evaluated on the development set of tartuNLP/fineweb-c-combined-resample organized so that each language appears at least once.

              precision    recall  f1-score   support

           0       0.89      0.78      0.83       602
           1       0.65      0.88      0.75       916
           2       0.41      0.29      0.34       345
           3       0.40      0.30      0.34       179
           4       0.53      0.15      0.23       127
           5       0.55      0.39      0.45        44

    accuracy                           0.66      2213
   macro avg       0.57      0.46      0.49      2213
weighted avg       0.65      0.66      0.64      2213
Confusion Matrix
[[471 114  10   6   0   1]
 [ 33 806  59  13   5   0]
 [ 10 204 101  28   2   0]
 [  7  72  37  53   8   2]
 [  7  35  27  28  19  11]
 [  2   7  10   6   2  17]]

Runs of tartuNLP mmBERT-small-m-edu-classifier on huggingface.co

75
Total runs
-1
24-hour runs
-2
3-day runs
-3
7-day runs
3
30-day runs

More Information About mmBERT-small-m-edu-classifier huggingface.co Model

More mmBERT-small-m-edu-classifier license Visit here:

https://choosealicense.com/licenses/mit

mmBERT-small-m-edu-classifier huggingface.co

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

mmBERT-small-m-edu-classifier huggingface.co Url

https://huggingface.co/tartuNLP/mmBERT-small-m-edu-classifier

tartuNLP mmBERT-small-m-edu-classifier online free

mmBERT-small-m-edu-classifier huggingface.co is an online trial and call api platform, which integrates mmBERT-small-m-edu-classifier's modeling effects, including api services, and provides a free online trial of mmBERT-small-m-edu-classifier, you can try mmBERT-small-m-edu-classifier online for free by clicking the link below.

tartuNLP mmBERT-small-m-edu-classifier online free url in huggingface.co:

https://huggingface.co/tartuNLP/mmBERT-small-m-edu-classifier

mmBERT-small-m-edu-classifier install

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

mmBERT-small-m-edu-classifier install url in huggingface.co:

https://huggingface.co/tartuNLP/mmBERT-small-m-edu-classifier

Url of mmBERT-small-m-edu-classifier

mmBERT-small-m-edu-classifier huggingface.co Url

Provider of mmBERT-small-m-edu-classifier huggingface.co

tartuNLP
ORGANIZATIONS

Other API from tartuNLP

huggingface.co

Total runs: 1.6K
Run Growth: -1.2K
Growth Rate: -69.83%
Updated:August 05 2026
huggingface.co

Total runs: 288
Run Growth: -86
Growth Rate: -30.07%
Updated:August 05 2026
huggingface.co

Total runs: 277
Run Growth: 0
Growth Rate: 0.00%
Updated:November 15 2025
huggingface.co

Total runs: 121
Run Growth: 28
Growth Rate: 21.88%
Updated:November 21 2025
huggingface.co

Total runs: 10
Run Growth: -2
Growth Rate: -20.00%
Updated:December 01 2025
huggingface.co

Total runs: 0
Run Growth: 0
Growth Rate: 0.00%
Updated:April 27 2022
huggingface.co

Total runs: 0
Run Growth: 0
Growth Rate: 0.00%
Updated:April 27 2022