Downloads · 30 days
19
7% of all-time downloads
IMDB-XLNet-CLSModel_v3
haihuynh/IMDB-XLNet-CLSModel_v3
IMDB-XLNet-CLSModel_v3 is a text classification model from haihuynh. Use it when you need a label for a piece of text. It is set up for transformers. The card lists the license as mit.
should probably proofread and complete it, then remove this comment. --
All-time downloads
258
Public
Parameters
117M
939 MB on disk
Likes
0
Public
Repo makeup
Click a slice to open those files.
.safetensors469 MB · 99%
At a glance
- Task
- Text Classification
- Library
- transformers
- License
- mit
- Model type
- xlnet
- Access
- Public
- Created
- Jun 5, 2024
- Updated
- Jun 6, 2024
- SHA
- 903c623c
Try a prompt
Base models
Model card
From the Hugging Face model README
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
should probably proofread and complete it, then remove this comment. -->
IMDB-XLNet-CLSModel_v3
This model is a fine-tuned version of xlnet-base-cased on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 0.1544
- Accuracy: 0.9466
- F1: 0.9466
- Precision: 0.9467
- Recall: 0.9466
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: 5e-06
- train_batch_size: 32
- eval_batch_size: 64
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- lr_scheduler_warmup_steps: 100
- num_epochs: 1
Training results
| Training Loss | Epoch | Step | Validation Loss | Accuracy | F1 | Precision | Recall |
|---|---|---|---|---|---|---|---|
| No log | 0.3836 | 300 | 0.1660 | 0.9406 | 0.9406 | 0.9413 | 0.9406 |
| 0.2833 | 0.7673 | 600 | 0.1544 | 0.9466 | 0.9466 | 0.9467 | 0.9466 |
Framework versions
- Transformers 4.41.2
- Pytorch 2.1.2
- Datasets 2.19.2
- Tokenizers 0.19.1
- Task
- Text Classification
- Library
- transformers
- Type
- xlnet
- License
- mit
- Created
- Jun 5, 2024
- Updated
- Jun 6, 2024