Downloads · 30 days
18
19% of all-time downloads
finetuned_gpt2_sst2_negation0.0_pretrainedFalse
yuhuizhang/finetuned_gpt2_sst2_negation0.0_pretrainedFalse
finetuned_gpt2_sst2_negation0.0_pretrainedFalse is a text generation model from yuhuizhang. Use it when you need the model to write or continue 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
93
Public
Repo size
4.1 GB
Likes
0
Public
Repo makeup
Click a slice to open those files.
.bin510 MB · 99%
At a glance
- Task
- Text Generation
- Library
- transformers
- License
- mit
- Model type
- gpt2
- Access
- Public
- Created
- Jan 10, 2023
- Updated
- Jan 10, 2023
- SHA
- c71043f1
Try a prompt
Datasets
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. -->
finetuned_gpt2_sst2_negation0.0_pretrainedFalse
This model is a fine-tuned version of gpt2 on the sst2 dataset. It achieves the following results on the evaluation set:
- Loss: 5.3682
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: 8
- eval_batch_size: 8
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 3
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 4.933 | 1.0 | 1059 | 5.6050 |
| 4.5805 | 2.0 | 2118 | 5.4126 |
| 4.398 | 3.0 | 3177 | 5.3682 |
Framework versions
- Transformers 4.22.2
- Pytorch 1.12.1+cu113
- Datasets 2.5.2
- Tokenizers 0.12.1
- Task
- Text Generation
- Library
- transformers
- Type
- gpt2
- License
- mit
- Created
- Jan 10, 2023
- Updated
- Jan 10, 2023