Downloads · 30 days
14
19% of all-time downloads
model_te
alexlawtengyi/model_te
model_te is a text generation model from alexlawtengyi. Use it when you need the model to write or continue text. It is set up for transformers. The card lists the license as apache-2.0.
should probably proofread and complete it, then remove this comment. --
All-time downloads
75
Public
Parameters
67M
8.9 GB on disk
Likes
0
Public
Repo makeup
Click a slice to open those files.
.safetensors7.8 GB · 100%
At a glance
- Task
- Text Generation
- Library
- transformers
- License
- apache-2.0
- Model type
- llama
- Access
- Public
- Created
- Oct 2, 2024
- Updated
- Oct 2, 2024
- SHA
- 78f0fdca
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. -->
model_te
This model is a fine-tuned version of distilbert-base-uncased on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 1.0733
- Matthews Correlation: 0.5324
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: 5
Training results
| Training Loss | Epoch | Step | Validation Loss | Matthews Correlation |
|---|---|---|---|---|
| 0.1729 | 1.0 | 535 | 0.6953 | 0.5007 |
| 0.1152 | 2.0 | 1070 | 0.9441 | 0.5200 |
| 0.0809 | 3.0 | 1605 | 0.9402 | 0.5150 |
| 0.1009 | 4.0 | 2140 | 1.0245 | 0.5297 |
| 0.0797 | 5.0 | 2675 | 1.0733 | 0.5324 |
Framework versions
- Transformers 4.45.1
- Pytorch 2.4.1+cu121
- Datasets 2.21.0
- Tokenizers 0.20.0
- Task
- Text Generation
- Library
- transformers
- Type
- llama
- License
- apache-2.0
- Created
- Oct 2, 2024
- Updated
- Oct 2, 2024