IIIT-L / roberta-large-finetuned-combined-DS

huggingface.co
Total runs: 6
24-hour runs: 0
7-day runs: 0
30-day runs: 1
Model's Last Updated: October 01 2022
text-classification

Introduction of roberta-large-finetuned-combined-DS

Model Details of roberta-large-finetuned-combined-DS

roberta-large-finetuned-combined-DS

This model is a fine-tuned version of roberta-large on an unknown dataset. It achieves the following results on the evaluation set:

  • Loss: 3.2062
  • Accuracy: 0.7001
  • Precision: 0.6703
  • Recall: 0.6700
  • F1: 0.6701
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: 1e-05
  • train_batch_size: 16
  • eval_batch_size: 32
  • seed: 43
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • num_epochs: 20
Training results
Training Loss Epoch Step Validation Loss Accuracy Precision Recall F1
0.8804 1.0 711 0.8517 0.6573 0.6786 0.6253 0.6231
0.6949 2.0 1422 0.7444 0.6833 0.6609 0.6647 0.6604
0.5674 3.0 2133 0.8379 0.6798 0.6571 0.6659 0.6575
0.433 3.99 2844 0.8703 0.7079 0.6947 0.6801 0.6809
0.3314 4.99 3555 1.1792 0.6861 0.6672 0.6558 0.6569
0.2519 5.99 4266 1.5574 0.6966 0.6761 0.6639 0.6662
0.2083 6.99 4977 1.8781 0.6952 0.6681 0.6592 0.6619
0.1773 7.99 5688 1.8687 0.6959 0.6677 0.6748 0.6675
0.1536 8.99 6399 2.2483 0.7037 0.6788 0.6674 0.6694
0.1305 9.99 7110 2.4602 0.6875 0.6597 0.6681 0.6612
0.0982 10.98 7821 2.5573 0.6994 0.6705 0.6728 0.6709
0.0858 11.98 8532 2.8048 0.6994 0.6765 0.6730 0.6737
0.0734 12.98 9243 3.0408 0.6945 0.6640 0.6628 0.6626
0.0625 13.98 9954 3.0047 0.7037 0.6784 0.6757 0.6764
0.0434 14.98 10665 3.0789 0.6987 0.6737 0.6669 0.6691
0.0432 15.98 11376 2.9647 0.6945 0.6649 0.6684 0.6663
0.0326 16.98 12087 3.3076 0.6931 0.6630 0.6563 0.6583
0.032 17.97 12798 3.1890 0.7022 0.6737 0.6702 0.6717
0.0275 18.97 13509 3.1798 0.7029 0.6738 0.6750 0.6744
0.0251 19.97 14220 3.2062 0.7001 0.6703 0.6700 0.6701
Framework versions
  • Transformers 4.20.1
  • Pytorch 1.10.1+cu111
  • Datasets 2.3.2
  • Tokenizers 0.12.1

Runs of IIIT-L roberta-large-finetuned-combined-DS on huggingface.co

6
Total runs
0
24-hour runs
0
3-day runs
0
7-day runs
1
30-day runs

More Information About roberta-large-finetuned-combined-DS huggingface.co Model

More roberta-large-finetuned-combined-DS license Visit here:

https://choosealicense.com/licenses/mit

roberta-large-finetuned-combined-DS huggingface.co

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

roberta-large-finetuned-combined-DS huggingface.co Url

https://huggingface.co/IIIT-L/roberta-large-finetuned-combined-DS

IIIT-L roberta-large-finetuned-combined-DS online free

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

IIIT-L roberta-large-finetuned-combined-DS online free url in huggingface.co:

https://huggingface.co/IIIT-L/roberta-large-finetuned-combined-DS

roberta-large-finetuned-combined-DS install

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

roberta-large-finetuned-combined-DS install url in huggingface.co:

https://huggingface.co/IIIT-L/roberta-large-finetuned-combined-DS

Url of roberta-large-finetuned-combined-DS

roberta-large-finetuned-combined-DS huggingface.co Url

Provider of roberta-large-finetuned-combined-DS huggingface.co

IIIT-L
ORGANIZATIONS

Other API from IIIT-L