my_awesome_eli5_mlm_model

This model is a fine-tuned version of BoghdadyJR/my_awesome_eli5_mlm_model on the eli5_category dataset. It achieves the following results on the evaluation set:

• Loss: 0.0005

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: 15

Training results

Training Loss	Epoch	Step	Validation Loss
No log	1.0	43	0.0000
No log	2.0	86	0.0015
No log	3.0	129	0.0002
No log	4.0	172	0.0000
No log	5.0	215	0.0000
No log	6.0	258	0.0103
No log	7.0	301	0.0002
No log	8.0	344	0.0000
No log	9.0	387	0.0000
No log	10.0	430	0.0000
No log	11.0	473	0.0000
0.0031	12.0	516	0.0000
0.0031	13.0	559	0.0000
0.0031	14.0	602	0.0000
0.0031	15.0	645	0.0000

Framework versions

• Transformers 4.42.3
• Pytorch 2.1.2
• Datasets 2.20.0
• Tokenizers 0.19.1