Hugging Face's logo

Bigheadjoshy
/
ml_document_classification

Text Classification
Transformers
TensorBoard
Safetensors
distilbert
Generated from Trainer
Model card Files Metrics Community
ml_document_classification / README.md
Bigheadjoshy's picture
Bigheadjoshy
Training in progress, epoch 1
dd09933 verified
preview code
|
raw
history blame contribute delete
1.41 kB
metadata
library_name: transformers
license: apache-2.0
base_model: distilbert/distilbert-base-uncased
tags:
  - generated_from_trainer
model-index:
  - name: ml_document_classification
    results: []

ml_document_classification

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

  • eval_loss: 1.1420
  • eval_accuracy: 0.7438
  • eval_runtime: 3.0534
  • eval_samples_per_second: 157.204
  • eval_steps_per_second: 9.825
  • epoch: 1.0
  • step: 120

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-06
  • train_batch_size: 16
  • eval_batch_size: 16
  • seed: 42
  • optimizer: Use adamw_torch with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
  • lr_scheduler_type: linear
  • num_epochs: 20

Framework versions

  • Transformers 4.47.1
  • Pytorch 2.5.1+cu121
  • Datasets 3.2.0
  • Tokenizers 0.21.0