Downloads · 30 days
21
5% of all-time downloads
dialogsum-flan-t5-base
vineetsharma/dialogsum-flan-t5-base
dialogsum-flan-t5-base is a machine learning model from vineetsharma. 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
457
Public
Repo size
2 GB
Likes
0
Public
Repo makeup
Click a slice to open those files.
.bin495 MB · 100%
At a glance
- Library
- transformers
- License
- apache-2.0
- Model type
- t5
- Access
- Public
- Created
- Sep 25, 2023
- Updated
- Oct 5, 2023
- SHA
- a9c94a66
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. -->
dialogsum-flan-t5-base
This model is a fine-tuned version of google/flan-t5-base on an dialogsum dataset. It achieves the following results on the evaluation set:
- Loss: 31.1190
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: 1e-05
- 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: 3
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 33.213 | 1.0 | 1558 | 31.2030 |
| 29.4489 | 2.0 | 3116 | 31.1150 |
| 29.4301 | 3.0 | 4674 | 31.1190 |
Framework versions
- Transformers 4.33.2
- Pytorch 2.0.1+cu118
- Datasets 2.14.5
- Tokenizers 0.13.3
- Library
- transformers
- Type
- t5
- License
- apache-2.0
- Created
- Sep 25, 2023
- Updated
- Oct 5, 2023