huggingface.co
Total runs: 19
24-hour runs: 1
7-day runs: 3
30-day runs: 14
Model's Last Updated: June 09 2022
text-classification

Introduction of M3

Model Details of M3

fine-tuned-marBERT_latest

This model is a fine-tuned version of UBC-NLP/MARBERTv2 on an unknown dataset. It achieves the following results on the evaluation set:

  • Loss: 0.1243
  • Accuracy: 0.9712
  • Precision: 0.9730
  • Recall: 0.9836
  • F1: 0.9783
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
0.1558 1.0 56232 0.1159 0.9693 0.9734 0.9802 0.9768
0.1245 2.0 112464 0.1427 0.9696 0.9724 0.9817 0.9770
0.1061 3.0 168696 0.1262 0.9716 0.9760 0.9810 0.9785
0.0925 4.0 224928 0.1243 0.9712 0.9730 0.9836 0.9783
Framework versions
  • Transformers 4.19.2
  • Pytorch 1.11.0+cu113
  • Datasets 2.2.2
  • Tokenizers 0.12.1

Runs of aomar85 M3 on huggingface.co

19
Total runs
1
24-hour runs
1
3-day runs
3
7-day runs
14
30-day runs

More Information About M3 huggingface.co Model

M3 huggingface.co

M3 huggingface.co is an AI model on huggingface.co that provides M3's model effect (), which can be used instantly with this aomar85 M3 model. huggingface.co supports a free trial of the M3 model, and also provides paid use of the M3. Support call M3 model through api, including Node.js, Python, http.

aomar85 M3 online free

M3 huggingface.co is an online trial and call api platform, which integrates M3's modeling effects, including api services, and provides a free online trial of M3, you can try M3 online for free by clicking the link below.

aomar85 M3 online free url in huggingface.co:

https://huggingface.co/aomar85/M3

M3 install

M3 is an open source model from GitHub that offers a free installation service, and any user can find M3 on GitHub to install. At the same time, huggingface.co provides the effect of M3 install, users can directly use M3 installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

M3 install url in huggingface.co:

https://huggingface.co/aomar85/M3

Url of M3

Provider of M3 huggingface.co

aomar85
ORGANIZATIONS

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