Downloads · 30 days
7
14% of all-time downloads
flan-t5-base-minhcrafters
minhcrafters/flan-t5-base-minhcrafters
flan-t5-base-minhcrafters is a machine learning model from minhcrafters. 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
50
Public
Parameters
248M
5 GB on disk
Likes
0
Public
Repo makeup
Click a slice to open those files.
.safetensors990 MB · 100%
At a glance
- Library
- transformers
- License
- apache-2.0
- Model type
- t5
- Access
- Public
- Created
- Sep 3, 2024
- Updated
- Sep 4, 2024
- SHA
- 393880ce
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. -->
flan-t5-base-minhcrafters
This model is a fine-tuned version of google/flan-t5-base on the None dataset. It achieves the following results on the evaluation set:
- Loss: 1.4349
- Rouge1: 36.349
- Rouge2: 8.7762
- Rougel: 36.3017
- Rougelsum: 36.3259
- Gen Len: 11.0354
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: 5e-05
- train_batch_size: 4
- eval_batch_size: 4
- 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 | Gen Len |
|---|---|---|---|---|---|---|---|---|
| 1.5599 | 1.0 | 7225 | 1.4698 | 34.012 | 7.0902 | 33.9643 | 33.982 | 11.3958 |
| 1.4595 | 2.0 | 14450 | 1.4370 | 35.8141 | 7.8463 | 35.7691 | 35.7952 | 10.9503 |
| 1.3271 | 3.0 | 21675 | 1.4321 | 36.6633 | 8.272 | 36.6412 | 36.6552 | 10.8102 |
| 1.3405 | 4.0 | 28900 | 1.4289 | 35.6986 | 8.4622 | 35.6544 | 35.6839 | 11.2143 |
| 1.1667 | 5.0 | 36125 | 1.4349 | 36.349 | 8.7762 | 36.3017 | 36.3259 | 11.0354 |
Framework versions
- Transformers 4.44.2
- Pytorch 2.4.0
- Datasets 2.21.0
- Tokenizers 0.19.1
- Library
- transformers
- Type
- t5
- License
- apache-2.0
- Created
- Sep 3, 2024
- Updated
- Sep 4, 2024