rap_phase2_18march_5i_v2 – AI Model by prajwalJumde | AlphaNeural AI

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rap_phase2_18march_5i_v2

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rap_phase2_18march_5i_v2

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

Loss: 0.0155

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: 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: 10

Training results

Training Loss	Epoch	Step	Validation Loss
0.1332	1.0	3758	0.0826
0.064	2.0	7516	0.0426
0.0356	3.0	11274	0.0403
0.0273	4.0	15032	0.0314
0.0204	5.0	18790	0.0278
0.0107	6.0	22548	0.0226
0.0072	7.0	26306	0.0198
0.0085	8.0	30064	0.0147
0.0008	9.0	33822	0.0148
0.0015	10.0	37580	0.0155

Framework versions

Transformers 4.37.0
Pytorch 2.1.1+cu118
Datasets 2.16.1
Tokenizers 0.15.0