my_awesome_eli5_mlm_model – AI Model by shyam-incedoinc | AlphaNeural AI

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shyam-incedoinc/
my_awesome_eli5_mlm_model

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distilbert/distilroberta-base

autotrain_compatible

endpoints_compatible

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my_awesome_eli5_mlm_model

This model is a fine-tuned version of distilroberta-base on the None dataset. It achieves the following results on the evaluation set:

Loss: 1.8642

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
No log	1.0	64	1.9911
No log	2.0	128	2.0413
No log	3.0	192	1.8887
No log	4.0	256	1.8567
No log	5.0	320	1.9673
No log	6.0	384	1.9546
No log	7.0	448	1.8128
2.0263	8.0	512	1.9133
2.0263	9.0	576	1.9318
2.0263	10.0	640	1.8511

Framework versions

Transformers 4.34.0
Pytorch 2.0.1+cu118
Datasets 2.14.5
Tokenizers 0.14.1