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dialogsum-flan-t5-small
vineetsharma/dialogsum-flan-t5-small
dialogsum-flan-t5-small 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. --
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At a glance
- Library
- transformers
- License
- apache-2.0
- Model type
- t5
- Access
- Public
- Created
- Sep 25, 2023
- Updated
- Oct 5, 2023
- SHA
- 5bee82d2
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-small
This model is a fine-tuned version of google/flan-t5-small on an dialogsum dataset. It achieves the following results on the evaluation set:
- Loss: 0.0964
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: 16
- eval_batch_size: 16
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 10
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 0.3977 | 1.0 | 779 | 0.1042 |
| 0.1331 | 2.0 | 1558 | 0.1020 |
| 0.1245 | 3.0 | 2337 | 0.0981 |
| 0.1183 | 4.0 | 3116 | 0.0977 |
| 0.1134 | 5.0 | 3895 | 0.0980 |
| 0.1091 | 6.0 | 4674 | 0.0977 |
| 0.1052 | 7.0 | 5453 | 0.0966 |
| 0.1023 | 8.0 | 6232 | 0.0961 |
| 0.0998 | 9.0 | 7011 | 0.0965 |
| 0.098 | 10.0 | 7790 | 0.0964 |
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