paws_x_xlm_r_only_en – AI Model by semindan | AlphaNeural AI

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semindan/
paws_x_xlm_r_only_en

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text-classification

generated_from_trainer

autotrain_compatible

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paws_x_xlm_r_only_en

This model is a fine-tuned version of xlm-roberta-base on the paws-x dataset. It achieves the following results on the evaluation set:

Loss: 0.3472
Accuracy: 0.9275

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: 128
eval_batch_size: 128
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
lr_scheduler_warmup_steps: 100
num_epochs: 10

Training results

Training Loss	Epoch	Step	Validation Loss	Accuracy
0.4679	1.0	386	0.2403	0.912
0.1898	2.0	772	0.2232	0.9265
0.1283	3.0	1158	0.2266	0.9325
0.0989	4.0	1544	0.2439	0.932
0.0764	5.0	1930	0.2507	0.9305
0.0627	6.0	2316	0.2941	0.931
0.0507	7.0	2702	0.2995	0.93
0.0436	8.0	3088	0.3279	0.9315
0.0356	9.0	3474	0.3423	0.929
0.031	10.0	3860	0.3472	0.9275

Framework versions

Transformers 4.24.0
Pytorch 1.13.0
Datasets 2.6.1
Tokenizers 0.13.1