distilroberta-base-mrcp-glue-alcss

FieldSentients/distilroberta-base-mrcp-glue-alcss

distilroberta-base-mrcp-glue-alcss is a text classification model from FieldSentients. Use it when you need a label for a piece of text. The card lists the license as apache-2.0.

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

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At a glance

Task: Text Classification
License: apache-2.0
Model type: roberta
Access: Public
Created: Aug 18, 2024
Updated: Aug 18, 2024
SHA: 98de7737

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Base models

Model card

From the Hugging Face model README

distilroberta-base-mrcp-glue-alcss

This model is a fine-tuned version of distilroberta-base on the glue and the mrpc datasets. It achieves the following results on the evaluation set:

Loss: 0.4375
Accuracy: 0.8407
F1: 0.8850

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: 5e-05
train_batch_size: 8
eval_batch_size: 8
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	F1
0.5528	1.0893	500	0.4375	0.8407	0.8850
0.384	2.1786	1000	0.8148	0.8162	0.8714
0.2497	3.2680	1500	0.8265	0.8309	0.8804
0.1549	4.3573	2000	0.8781	0.8284	0.8746

Framework versions

Transformers 4.42.4
Pytorch 2.3.1+cu121
Datasets 2.21.0
Tokenizers 0.19.1

Task: Text Classification
Type: roberta
License: apache-2.0
Created: Aug 18, 2024
Updated: Aug 18, 2024