ch_text_001 / README.md
lixugang's picture
Training in progress, epoch 2
10bff31 verified
|
raw
history blame
1.45 kB
metadata
license: apache-2.0
base_model: shibing624/text2vec-base-chinese
tags:
  - generated_from_trainer
metrics:
  - accuracy
model-index:
  - name: ch_text_001
    results: []

ch_text_001

This model is a fine-tuned version of shibing624/text2vec-base-chinese on an unknown dataset. It achieves the following results on the evaluation set:

  • Loss: 0.0765
  • Accuracy: 0.9867

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: 16
  • eval_batch_size: 16
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • num_epochs: 2

Training results

Training Loss Epoch Step Validation Loss Accuracy
0.0733 1.0 2125 0.0785 0.9848
0.0533 2.0 4250 0.0765 0.9867

Framework versions

  • Transformers 4.36.2
  • Pytorch 2.1.2+cpu
  • Datasets 2.16.1
  • Tokenizers 0.15.0