mtl-infoxlm-base-dsc-3-7 – AI Model by MiuN2k3 | AlphaNeural AI

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MiuN2k3/
mtl-infoxlm-base-dsc-3-7

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microsoft/infoxlm-base

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mtl-infoxlm-base-dsc-3-7

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

Loss: 0.5252

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: 1e-05
train_batch_size: 16
eval_batch_size: 16
seed: 42
optimizer: Use OptimizerNames.ADAMW_TORCH with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
lr_scheduler_type: linear
lr_scheduler_warmup_ratio: 0.05
num_epochs: 10

Training results

Training Loss	Epoch	Step	Validation Loss
1.2381	1.0	1544	1.0263
0.9834	2.0	3088	0.8193
0.7598	3.0	4632	0.7336
0.6289	4.0	6176	0.6333
1.0296	5.0	7720	0.5703
0.5955	6.0	9264	0.5377
0.4927	7.0	10808	0.5506
0.4971	8.0	12352	0.5248
0.4332	9.0	13896	0.5066
0.5451	10.0	15440	0.5252

Framework versions

Transformers 4.48.2
Pytorch 2.4.0
Datasets 3.2.0
Tokenizers 0.21.0