grace-pro / flipped_1

huggingface.co
Total runs: 10
24-hour runs: 0
7-day runs: 1
30-day runs: 5
Model's Last Updated: Juli 27 2023
token-classification

Introduction of flipped_1

Model Details of flipped_1

flipped_1

This model is a fine-tuned version of Davlan/afro-xlmr-base on the None dataset. It achieves the following results on the evaluation set:

  • Loss: 0.2120
  • Precision: 0.4142
  • Recall: 0.2832
  • F1: 0.3364
  • Accuracy: 0.9406
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: 5e-05
  • train_batch_size: 16
  • eval_batch_size: 8
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • num_epochs: 5
Training results
Training Loss Epoch Step Validation Loss Precision Recall F1 Accuracy
0.1878 1.0 1283 0.1780 0.4154 0.1742 0.2455 0.9427
0.1676 2.0 2566 0.1739 0.4377 0.2218 0.2944 0.9435
0.1459 3.0 3849 0.1828 0.4420 0.2425 0.3132 0.9435
0.1217 4.0 5132 0.1966 0.4147 0.2886 0.3404 0.9406
0.1024 5.0 6415 0.2120 0.4142 0.2832 0.3364 0.9406
Framework versions
  • Transformers 4.31.0
  • Pytorch 2.0.1+cu118
  • Datasets 2.14.0
  • Tokenizers 0.13.3

Runs of grace-pro flipped_1 on huggingface.co

10
Total runs
0
24-hour runs
0
3-day runs
1
7-day runs
5
30-day runs

More Information About flipped_1 huggingface.co Model

More flipped_1 license Visit here:

https://choosealicense.com/licenses/mit

flipped_1 huggingface.co

flipped_1 huggingface.co is an AI model on huggingface.co that provides flipped_1's model effect (), which can be used instantly with this grace-pro flipped_1 model. huggingface.co supports a free trial of the flipped_1 model, and also provides paid use of the flipped_1. Support call flipped_1 model through api, including Node.js, Python, http.

grace-pro flipped_1 online free

flipped_1 huggingface.co is an online trial and call api platform, which integrates flipped_1's modeling effects, including api services, and provides a free online trial of flipped_1, you can try flipped_1 online for free by clicking the link below.

grace-pro flipped_1 online free url in huggingface.co:

https://huggingface.co/grace-pro/flipped_1

flipped_1 install

flipped_1 is an open source model from GitHub that offers a free installation service, and any user can find flipped_1 on GitHub to install. At the same time, huggingface.co provides the effect of flipped_1 install, users can directly use flipped_1 installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

flipped_1 install url in huggingface.co:

https://huggingface.co/grace-pro/flipped_1

Url of flipped_1

Provider of flipped_1 huggingface.co

grace-pro
ORGANIZATIONS

Other API from grace-pro

huggingface.co

Total runs: 12
Run Growth: 3
Growth Rate: 25.00%
Updated:September 15 2023