Contract-base-tokenizer-roberta-large

cheongmyeong17/Contract-base-tokenizer-roberta-large

Contract-base-tokenizer-roberta-large is a text classification model from cheongmyeong17. Use it when you need a label for a piece of text. It is set up for transformers.

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

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At a glance

Task: Text Classification
Library: transformers
Model type: roberta
Access: Public
Created: Feb 13, 2023
Updated: Feb 14, 2023
SHA: 6d4de414

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Model card

From the Hugging Face model README

Contract-base-tokenizer-roberta-large

This model is a fine-tuned version of klue/roberta-large on the None dataset. It achieves the following results on the evaluation set:

Loss: 0.0431
Accuracy: 0.9930

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: 2
eval_batch_size: 2
seed: 42
gradient_accumulation_steps: 16
total_train_batch_size: 32
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 3

Training results

Training Loss	Epoch	Step	Validation Loss	Accuracy
No log	1.0	249	0.0580	0.9869
No log	2.0	498	0.0380	0.9920
No log	3.0	747	0.0431	0.9930

Framework versions

Transformers 4.26.1
Pytorch 1.13.1+cu116
Datasets 2.9.0
Tokenizers 0.13.2

Task: Text Classification
Library: transformers
Type: roberta
Created: Feb 13, 2023
Updated: Feb 14, 2023