gpt2-text-classification huggingface.co api & date3k2 gpt2-text-classification github AI Model

Introduction of gpt2-text-classification

Model Details of gpt2-text-classification

gpt2-text-classification-v2

This model is a fine-tuned version of gpt2 on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 0.2002
Accuracy: 0.9342
F1: 0.9340
Recall: 0.9314
Precision: 0.9367

Training hyperparameters

The following hyperparameters were used during training:

learning_rate: 3e-05
train_batch_size: 32
eval_batch_size: 32
seed: 42
gradient_accumulation_steps: 3
total_train_batch_size: 96
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	Accuracy	F1	Validation Loss	Precision	Recall
0.327	0.9974	260	0.8973	0.8929	0.2559	0.9333	0.8558
0.241	1.9987	521	0.919	0.9180	0.2039	0.9296	0.9066
0.244	3.0	782	0.9154	0.9192	0.2156	0.8799	0.9621
0.1843	3.9974	1042	0.9299	0.9288	0.1888	0.9427	0.9154
0.1608	4.9987	1303	0.9301	0.9291	0.1855	0.9428	0.9158
0.124	6.0	1564	0.9322	0.9319	0.1826	0.9357	0.9282
0.112	6.9974	1820	0.2099	0.9315	0.9303	0.9138	0.9473
0.0903	7.9987	2081	0.2002	0.9342	0.9340	0.9314	0.9367

Framework versions

Transformers 4.41.0
Pytorch 2.3.0+cu121
Datasets 2.19.1
Tokenizers 0.19.1

Runs of date3k2 gpt2-text-classification on huggingface.co

Total runs

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More Information About gpt2-text-classification huggingface.co Model

More gpt2-text-classification license Visit here:

https://choosealicense.com/licenses/mit

gpt2-text-classification huggingface.co

gpt2-text-classification huggingface.co is an AI model on huggingface.co that provides gpt2-text-classification's model effect (), which can be used instantly with this date3k2 gpt2-text-classification model. huggingface.co supports a free trial of the gpt2-text-classification model, and also provides paid use of the gpt2-text-classification. Support call gpt2-text-classification model through api, including Node.js, Python, http.

gpt2-text-classification huggingface.co Url

https://huggingface.co/date3k2/gpt2-text-classification

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date3k2 gpt2-text-classification online free url in huggingface.co:

https://huggingface.co/date3k2/gpt2-text-classification

gpt2-text-classification install

gpt2-text-classification is an open source model from GitHub that offers a free installation service, and any user can find gpt2-text-classification on GitHub to install. At the same time, huggingface.co provides the effect of gpt2-text-classification install, users can directly use gpt2-text-classification installed effect in huggingface.co for debugging and trial. It also supports api for free installation.