Downloads · 30 days
6
4% of all-time downloads
mt5-base-qa_v2
hawalurahman/mt5-base-qa_v2
mt5-base-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
154
Public
Parameters
582M
23.3 GB on disk
Likes
0
Public
Repo makeup
Click a slice to open those files.
.safetensors2.3 GB · 100%
At a glance
- Library
- transformers
- License
- apache-2.0
- Model type
- mt5
- Access
- Public
- Created
- Oct 21, 2024
- Updated
- Oct 22, 2024
- SHA
- ae0e14fe
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-base-qa_v2
This model is a fine-tuned version of google/mt5-base on the None dataset. It achieves the following results on the evaluation set:
- Loss: 1.5989
- Rouge1: 0.6780
- Rouge2: 0.3874
- Rougel: 0.6773
- Rougelsum: 0.6775
- Bleu: 0.4518
- Exact Match: 0.4502
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 |
|---|---|---|---|---|---|---|---|---|---|
| 0.5705 | 1.0 | 2100 | 0.8504 | 0.6538 | 0.3810 | 0.6534 | 0.6539 | 0.4289 | 0.4369 |
| 0.2728 | 2.0 | 4200 | 1.0248 | 0.6644 | 0.3734 | 0.6637 | 0.6646 | 0.4145 | 0.4360 |
| 0.1418 | 3.0 | 6300 | 1.3020 | 0.6664 | 0.3812 | 0.6657 | 0.6661 | 0.4362 | 0.4269 |
| 0.0834 | 4.0 | 8400 | 1.4760 | 0.6739 | 0.3790 | 0.6731 | 0.6737 | 0.4233 | 0.4431 |
| 0.0568 | 5.0 | 10500 | 1.5989 | 0.6780 | 0.3874 | 0.6773 | 0.6775 | 0.4518 | 0.4502 |
Framework versions
- Transformers 4.45.2
- Pytorch 2.4.0a0+f70bd71a48.nv24.06
- Datasets 3.0.1
- Tokenizers 0.20.1
- Library
- transformers
- Type
- mt5
- License
- apache-2.0
- Created
- Oct 21, 2024
- Updated
- Oct 22, 2024