Downloads · 30 days
6
26% of all-time downloads
flan-T5-ST-qg-LearningQ
sidovic/flan-T5-ST-qg-LearningQ
flan-T5-ST-qg-LearningQ is a machine learning model from sidovic. 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
23
Public
Repo size
924 MB
Likes
0
Public
Repo makeup
Click a slice to open those files.
.bin308 MB · 99%
At a glance
- Library
- transformers
- License
- apache-2.0
- Model type
- t5
- Access
- Public
- Created
- May 9, 2023
- Updated
- May 9, 2023
- SHA
- ee7bf7b0
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. -->
flan-t5-qg-LearningQ-adaFactor
This model is a fine-tuned version of google/flan-t5-small on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 1.5395
- Rouge1: 24.0287
- Rouge2: 6.7319
- Rougel: 21.6562
- Rougelsum: 21.647
- Gen Len: 15.9884
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: 0.001
- 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: 2
Training results
| Training Loss | Epoch | Step | Validation Loss | Rouge1 | Rouge2 | Rougel | Rougelsum | Gen Len |
|---|---|---|---|---|---|---|---|---|
| 1.5388 | 1.0 | 23583 | 1.5771 | 23.5397 | 6.5493 | 21.2296 | 21.2262 | 15.8911 |
| 1.404 | 2.0 | 47166 | 1.5395 | 24.0287 | 6.7319 | 21.6562 | 21.647 | 15.9884 |
Framework versions
- Transformers 4.28.1
- Pytorch 2.0.0
- Datasets 2.1.0
- Tokenizers 0.13.3
- Library
- transformers
- Type
- t5
- License
- apache-2.0
- Created
- May 9, 2023
- Updated
- May 9, 2023