MLMTokens_MAL-10epoch-MLMMul

Rahul-G/MLMTokens_MAL-10epoch-MLMMul

MLMTokens_MAL-10epoch-MLMMul is a text classification model from Rahul-G. Use it when you need a label for a piece of text. It is set up for transformers. The card lists the license as cc-by-nc-4.0.

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

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At a glance

Task: Text Classification
Library: transformers
License: cc-by-nc-4.0
Model type: xlm
Access: Public
Created: Oct 23, 2023
Updated: Oct 23, 2023
SHA: 862eaddf

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Base models

Model card

From the Hugging Face model README

MLMTokens_MAL-10epoch-MLMMul

This model is a fine-tuned version of xlm-mlm-100-1280 on the None dataset. It achieves the following results on the evaluation set:

Loss: 2.4956
Accuracy: 0.6935

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: 5
eval_batch_size: 5
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
No log	1.0	19	1.4479	0.7097
No log	2.0	38	1.8107	0.5484
No log	3.0	57	2.0599	0.4355
No log	4.0	76	3.2218	0.7097
No log	5.0	95	2.4956	0.6935

Framework versions

Transformers 4.35.0.dev0
Pytorch 1.13.1
Datasets 2.14.5
Tokenizers 0.14.1

Task: Text Classification
Library: transformers
Type: xlm
License: cc-by-nc-4.0
Created: Oct 23, 2023
Updated: Oct 23, 2023