distilbert-base-uncased-distilled-clinc huggingface.co api & smallsuper distilbert-base-uncased-distilled-clinc github AI Model

Introduction of distilbert-base-uncased-distilled-clinc

Model Details of distilbert-base-uncased-distilled-clinc

distilbert-base-uncased-distilled-clinc

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: 0.2617
Accuracy: 0.9494

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: 10

Training results

Training Loss	Epoch	Step	Validation Loss	Accuracy
2.5019	1.0	318	1.8299	0.7542
1.4175	2.0	636	0.9465	0.8694
0.7545	3.0	954	0.5415	0.9194
0.448	4.0	1272	0.3804	0.9374
0.3093	5.0	1590	0.3157	0.9448
0.2466	6.0	1908	0.2878	0.9474
0.2147	7.0	2226	0.2727	0.9490
0.1976	8.0	2544	0.2666	0.9484
0.1885	9.0	2862	0.2637	0.9490
0.1851	10.0	3180	0.2617	0.9494

Framework versions

Transformers 4.11.3
Pytorch 1.13.1+cu116
Datasets 1.16.1
Tokenizers 0.10.3

Runs of smallsuper distilbert-base-uncased-distilled-clinc on huggingface.co

Total runs

-1

24-hour runs

-2

3-day runs

-1

7-day runs

-3

30-day runs

More Information About distilbert-base-uncased-distilled-clinc huggingface.co Model

More distilbert-base-uncased-distilled-clinc license Visit here:

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

distilbert-base-uncased-distilled-clinc huggingface.co

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

distilbert-base-uncased-distilled-clinc huggingface.co Url

https://huggingface.co/smallsuper/distilbert-base-uncased-distilled-clinc

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https://huggingface.co/smallsuper/distilbert-base-uncased-distilled-clinc

distilbert-base-uncased-distilled-clinc install

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