Downloads · 30 days
6
3% of all-time downloads
mt5_base-qg-ap-nopeft
tiagoblima/mt5_base-qg-ap-nopeft
mt5_base-qg-ap-nopeft is a machine learning model from tiagoblima. Use it for the machine learning 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
202
Public
Parameters
582M
11.7 GB on disk
Likes
0
Public
Repo makeup
Click a slice to open those files.
.safetensors2.3 GB · 99%
At a glance
- Library
- transformers
- License
- apache-2.0
- Model type
- mt5
- Access
- Public
- Created
- Jan 10, 2024
- Updated
- Jan 11, 2024
- SHA
- 31360a1e
Base models
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. -->
mt5_base-qg-ap-nopeft
This model is a fine-tuned version of google/mt5-base on the tiagoblima/qg_squad_v1_pt dataset. It achieves the following results on the evaluation set:
- Loss: 1.5832
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: 0.0001
- train_batch_size: 4
- eval_batch_size: 4
- seed: 42
- gradient_accumulation_steps: 8
- total_train_batch_size: 32
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-06
- lr_scheduler_type: linear
- num_epochs: 5.0
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 1.8875 | 1.0 | 1615 | 1.6600 |
| 1.7353 | 2.0 | 3231 | 1.6089 |
| 1.6382 | 3.0 | 4847 | 1.5926 |
| 1.5789 | 4.0 | 6463 | 1.5868 |
| 1.5343 | 5.0 | 8075 | 1.5832 |
Framework versions
- Transformers 4.35.2
- Pytorch 2.0.0
- Datasets 2.15.0
- Tokenizers 0.15.0
- Library
- transformers
- Type
- mt5
- License
- apache-2.0
- Created
- Jan 10, 2024
- Updated
- Jan 11, 2024