RiskAnalysis-xlnet-base-cased

Mahmoud8/RiskAnalysis-xlnet-base-cased

RiskAnalysis-xlnet-base-cased is a text classification model from Mahmoud8. Use it when you need a label for a piece of text. It is set up for transformers. The card lists the license as mit.

should probably proofread and complete it, then remove this comment. --

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At a glance

Task: Text Classification
Library: transformers
License: mit
Model type: xlnet
Access: Public
Created: Oct 19, 2023
Updated: Oct 19, 2023
SHA: 1ac94926

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Model card

From the Hugging Face model README

RiskAnalysis-xlnet-base-cased

This model is a fine-tuned version of xlnet-base-cased on the None dataset. It achieves the following results on the evaluation set:

Loss: 0.2598
Accuracy: 0.9645

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: 4
eval_batch_size: 4
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 10
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss	Accuracy
0.236	1.0	3492	0.2733	0.9467
0.136	2.0	6984	0.2433	0.9593
0.1026	3.0	10476	0.2303	0.9616
0.077	4.0	13968	0.2331	0.9656
0.049	5.0	17460	0.2585	0.9651
0.0377	6.0	20952	0.2598	0.9645

Framework versions

Transformers 4.28.0
Pytorch 2.0.0
Datasets 2.1.0
Tokenizers 0.13.3

Task: Text Classification
Library: transformers
Type: xlnet
License: mit
Created: Oct 19, 2023
Updated: Oct 19, 2023