huggingface.co
Total runs: 17
24-hour runs: 0
7-day runs: 2
30-day runs: 13
Model's Last Updated: June 10 2022
text-classification

Introduction of M2

Model Details of M2

fine-tuned-bert-base-multilingual-uncased-NED_latest

This model is a fine-tuned version of bert-base-multilingual-uncased on an unknown dataset. It achieves the following results on the evaluation set:

  • Loss: 0.1376
  • Accuracy: 0.9687
  • Precision: 0.9761
  • Recall: 0.9764
  • F1: 0.9762
Model description

More information needed

Intended uses & limitations

More information needed

Training and evaluation data

More information needed

Training procedure
Training hyperparameters

The following hyperparameters were used during training:

  • learning_rate: 2e-05
  • train_batch_size: 16
  • eval_batch_size: 16
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • num_epochs: 10
  • mixed_precision_training: Native AMP
Training results
Training Loss Epoch Step Validation Loss Accuracy Precision Recall F1
0.157 1.0 56232 0.1271 0.9658 0.9740 0.9741 0.9740
0.144 2.0 112464 0.1549 0.9665 0.9693 0.9802 0.9747
0.1439 3.0 168696 0.1600 0.9660 0.9701 0.9786 0.9743
0.1267 4.0 224928 0.1376 0.9687 0.9761 0.9764 0.9762
Framework versions
  • Transformers 4.19.2
  • Pytorch 1.11.0+cu113
  • Datasets 2.2.2
  • Tokenizers 0.12.1

Runs of aomar85 M2 on huggingface.co

17
Total runs
0
24-hour runs
0
3-day runs
2
7-day runs
13
30-day runs

More Information About M2 huggingface.co Model

M2 huggingface.co

M2 huggingface.co is an AI model on huggingface.co that provides M2's model effect (), which can be used instantly with this aomar85 M2 model. huggingface.co supports a free trial of the M2 model, and also provides paid use of the M2. Support call M2 model through api, including Node.js, Python, http.

aomar85 M2 online free

M2 huggingface.co is an online trial and call api platform, which integrates M2's modeling effects, including api services, and provides a free online trial of M2, you can try M2 online for free by clicking the link below.

aomar85 M2 online free url in huggingface.co:

https://huggingface.co/aomar85/M2

M2 install

M2 is an open source model from GitHub that offers a free installation service, and any user can find M2 on GitHub to install. At the same time, huggingface.co provides the effect of M2 install, users can directly use M2 installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

M2 install url in huggingface.co:

https://huggingface.co/aomar85/M2

Url of M2

Provider of M2 huggingface.co

aomar85
ORGANIZATIONS

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