Downloads · 30 days
7
23% of all-time downloads
electra-base-multiple-choice-fp16
Xenopilus/electra-base-multiple-choice-fp16
electra-base-multiple-choice-fp16 is a multiple choice model from Xenopilus. Use it for the multiple choice task on the model card, and read the license before you ship it in a product. 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
30
Public
Parameters
109M
1.3 GB on disk
Likes
0
Public
Repo makeup
Click a slice to open those files.
.safetensors438 MB · 100%
At a glance
- Task
- multiple choice
- Library
- transformers
- License
- apache-2.0
- Model type
- electra
- Access
- Public
- Created
- Jan 16, 2024
- Updated
- Jan 16, 2024
- SHA
- 7edf56a3
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. -->
electra-base-multiple-choice-fp16
This model is a fine-tuned version of google/electra-base-discriminator on the None dataset. It achieves the following results on the evaluation set:
- Loss: 0.2735
- Accuracy: 0.8977
- Precision: 0.8961
- Recall: 0.8997
- F1: 0.8979
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: 128
- eval_batch_size: 128
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 3
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss | Accuracy | Precision | Recall | F1 |
|---|---|---|---|---|---|---|---|
| No log | 1.0 | 269 | 0.2713 | 0.8845 | 0.8729 | 0.9 | 0.8863 |
| 0.3422 | 2.0 | 538 | 0.2594 | 0.8964 | 0.9017 | 0.8898 | 0.8957 |
| 0.3422 | 3.0 | 807 | 0.2735 | 0.8977 | 0.8961 | 0.8997 | 0.8979 |
Framework versions
- Transformers 4.35.2
- Pytorch 2.1.0+cu121
- Datasets 2.16.1
- Tokenizers 0.15.0
- Task
- multiple choice
- Library
- transformers
- Type
- electra
- License
- apache-2.0
- Created
- Jan 16, 2024
- Updated
- Jan 16, 2024