susnato / finetuned_ckpt

huggingface.co
Total runs: 13
24-hour runs: -3
7-day runs: -3
30-day runs: 7
Model's Last Updated: December 12 2022
text-classification

Introduction of finetuned_ckpt

Model Details of finetuned_ckpt

finetuned_ckpt

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

  • Loss: 0.7767
  • Accuracy: 0.9161
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: 48
  • eval_batch_size: 48
  • 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 Accuracy
No log 1.0 318 3.2814 0.7410
3.783 2.0 636 1.8740 0.8335
3.783 3.0 954 1.1590 0.8916
1.6892 4.0 1272 0.8595 0.9103
0.9052 5.0 1590 0.7767 0.9161
Framework versions
  • Transformers 4.21.2
  • Pytorch 1.13.0+cu117
  • Datasets 2.7.1
  • Tokenizers 0.12.1

Runs of susnato finetuned_ckpt on huggingface.co

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

More Information About finetuned_ckpt huggingface.co Model

More finetuned_ckpt license Visit here:

https://choosealicense.com/licenses/apache-2.0

finetuned_ckpt huggingface.co

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

finetuned_ckpt huggingface.co Url

https://huggingface.co/susnato/finetuned_ckpt

susnato finetuned_ckpt online free

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

susnato finetuned_ckpt online free url in huggingface.co:

https://huggingface.co/susnato/finetuned_ckpt

finetuned_ckpt install

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

finetuned_ckpt install url in huggingface.co:

https://huggingface.co/susnato/finetuned_ckpt

Url of finetuned_ckpt

finetuned_ckpt huggingface.co Url

Provider of finetuned_ckpt huggingface.co

susnato
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