metadata

base_model: huawei-noah/TinyBERT_General_4L_312D
tags:
  - generated_from_trainer
datasets:
  - eli5_category
model-index:
  - name: language-modeling-model
    results: []

language-modeling-model

This model is a fine-tuned version of huawei-noah/TinyBERT_General_4L_312D on the eli5_category dataset. It achieves the following results on the evaluation set:

Loss: 2.1154

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: 3.0

Training results

Training Loss	Epoch	Step	Validation Loss
5.4319	1.0	577	3.3643
3.1995	2.0	1154	2.3525
2.5319	3.0	1731	2.1154

Framework versions

Transformers 4.40.0
Pytorch 2.2.1+cu121
Datasets 2.19.0
Tokenizers 0.19.1