Downloads · 30 days
4
10% of all-time downloads
mt5-small-qa_v2
hawalurahman/mt5-small-qa_v2
mt5-small-qa_v2 is a machine learning model from hawalurahman. 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
41
Public
Parameters
300M
19.2 GB on disk
Likes
0
Public
Repo makeup
Click a slice to open those files.
.safetensors1.2 GB · 100%
At a glance
- Library
- transformers
- License
- apache-2.0
- Model type
- mt5
- Access
- Public
- Created
- Oct 18, 2024
- Updated
- Oct 19, 2024
- SHA
- 3cf5137b
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. -->
mt5-small-qa_v2
This model is a fine-tuned version of google/mt5-small on the None dataset. It achieves the following results on the evaluation set:
- Loss: 1.2125
- Rouge1: 0.5208
- Rouge2: 0.2949
- Rougel: 0.5202
- Rougelsum: 0.5205
- Bleu: 0.3351
- Exact Match: 0.3348
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: 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: 5
Training results
| Training Loss | Epoch | Step | Validation Loss | Rouge1 | Rouge2 | Rougel | Rougelsum | Bleu | Exact Match |
|---|---|---|---|---|---|---|---|---|---|
| 1.7588 | 1.0 | 2100 | 1.4601 | 0.3420 | 0.1933 | 0.3424 | 0.3422 | 0.2016 | 0.2021 |
| 1.0552 | 2.0 | 4200 | 1.2083 | 0.4771 | 0.2737 | 0.4769 | 0.4763 | 0.3043 | 0.2933 |
| 0.7895 | 3.0 | 6300 | 1.1997 | 0.5159 | 0.2966 | 0.5154 | 0.5158 | 0.3256 | 0.3190 |
| 0.6471 | 4.0 | 8400 | 1.1878 | 0.5197 | 0.2932 | 0.5194 | 0.5192 | 0.3322 | 0.3319 |
| 0.5584 | 5.0 | 10500 | 1.2125 | 0.5208 | 0.2949 | 0.5202 | 0.5205 | 0.3351 | 0.3348 |
Framework versions
- Transformers 4.45.1
- Pytorch 2.4.0
- Datasets 3.0.1
- Tokenizers 0.20.0
- Library
- transformers
- Type
- mt5
- License
- apache-2.0
- Created
- Oct 18, 2024
- Updated
- Oct 19, 2024