lewtun / roberta-large-finetuned-clinc-123

huggingface.co
Total runs: 17
24-hour runs: 0
7-day runs: -1
30-day runs: -6
Model's Last Updated: April 12 2022
text-classification

Introduction of roberta-large-finetuned-clinc-123

Model Details of roberta-large-finetuned-clinc-123

roberta-large-finetuned-clinc-123

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

  • Loss: 0.7226
  • Accuracy: 0.9255
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
  • distributed_type: sagemaker_data_parallel
  • num_devices: 8
  • total_train_batch_size: 128
  • total_eval_batch_size: 128
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • lr_scheduler_warmup_steps: 500
  • num_epochs: 3
  • mixed_precision_training: Native AMP
Training results
Training Loss Epoch Step Validation Loss Accuracy
5.0576 1.0 120 5.0269 0.0068
4.5101 2.0 240 2.9324 0.7158
1.9757 3.0 360 0.7226 0.9255
Framework versions
  • Transformers 4.17.0
  • Pytorch 1.10.2+cu113
  • Datasets 1.18.4
  • Tokenizers 0.11.6

Runs of lewtun roberta-large-finetuned-clinc-123 on huggingface.co

17
Total runs
0
24-hour runs
1
3-day runs
-1
7-day runs
-6
30-day runs

More Information About roberta-large-finetuned-clinc-123 huggingface.co Model

More roberta-large-finetuned-clinc-123 license Visit here:

https://choosealicense.com/licenses/mit

roberta-large-finetuned-clinc-123 huggingface.co

roberta-large-finetuned-clinc-123 huggingface.co is an AI model on huggingface.co that provides roberta-large-finetuned-clinc-123's model effect (), which can be used instantly with this lewtun roberta-large-finetuned-clinc-123 model. huggingface.co supports a free trial of the roberta-large-finetuned-clinc-123 model, and also provides paid use of the roberta-large-finetuned-clinc-123. Support call roberta-large-finetuned-clinc-123 model through api, including Node.js, Python, http.

roberta-large-finetuned-clinc-123 huggingface.co Url

https://huggingface.co/lewtun/roberta-large-finetuned-clinc-123

lewtun roberta-large-finetuned-clinc-123 online free

roberta-large-finetuned-clinc-123 huggingface.co is an online trial and call api platform, which integrates roberta-large-finetuned-clinc-123's modeling effects, including api services, and provides a free online trial of roberta-large-finetuned-clinc-123, you can try roberta-large-finetuned-clinc-123 online for free by clicking the link below.

lewtun roberta-large-finetuned-clinc-123 online free url in huggingface.co:

https://huggingface.co/lewtun/roberta-large-finetuned-clinc-123

roberta-large-finetuned-clinc-123 install

roberta-large-finetuned-clinc-123 is an open source model from GitHub that offers a free installation service, and any user can find roberta-large-finetuned-clinc-123 on GitHub to install. At the same time, huggingface.co provides the effect of roberta-large-finetuned-clinc-123 install, users can directly use roberta-large-finetuned-clinc-123 installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

roberta-large-finetuned-clinc-123 install url in huggingface.co:

https://huggingface.co/lewtun/roberta-large-finetuned-clinc-123

Url of roberta-large-finetuned-clinc-123

roberta-large-finetuned-clinc-123 huggingface.co Url

Provider of roberta-large-finetuned-clinc-123 huggingface.co

lewtun
ORGANIZATIONS

Other API from lewtun

huggingface.co

Total runs: 1.5K
Run Growth: -307
Growth Rate: -20.52%
Updated:September 15 2022
huggingface.co

Total runs: 53
Run Growth: 5
Growth Rate: 9.43%
Updated:May 01 2026
huggingface.co

Total runs: 44
Run Growth: 4
Growth Rate: 9.09%
Updated:May 02 2026
huggingface.co

Total runs: 44
Run Growth: -118
Growth Rate: -274.42%
Updated:September 08 2022
huggingface.co

Total runs: 43
Run Growth: -2
Growth Rate: -4.65%
Updated:December 16 2022
huggingface.co

Total runs: 21
Run Growth: 8
Growth Rate: 34.78%
Updated:February 21 2024
huggingface.co

Total runs: 15
Run Growth: 1
Growth Rate: 6.67%
Updated:November 09 2023