metadata
license: apache-2.0
base_model: shibing624/text2vec-base-chinese
tags:
- generated_from_trainer
model-index:
- name: text2vec-base-chinese-finetuned-imdb
results: []
text2vec-base-chinese-finetuned-imdb
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: 3.6629
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: 64
- eval_batch_size: 64
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 3.0
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 5.5815 | 1.0 | 157 | 4.3307 |
| 4.2485 | 2.0 | 314 | 3.7976 |
| 3.9382 | 3.0 | 471 | 3.7050 |
Framework versions
- Transformers 4.40.2
- Pytorch 2.2.1+cu121
- Datasets 2.19.1
- Tokenizers 0.19.1