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conversation_kelantan
arifzanko/conversation_kelantan
conversation_kelantan is a machine learning model from arifzanko. 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
- Oct 11, 2023
- Updated
- Oct 11, 2023
- SHA
- f745e44c
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. -->
conversation_kelantan
This model is a fine-tuned version of google/flan-t5-base on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 0.0000
- Rouge1: 49.8162
- Rouge2: 48.8893
- Rougel: 50.2619
- Rougelsum: 50.2497
- Gen Len: 18.3889
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: 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 | Gen Len |
|---|---|---|---|---|---|---|---|---|
| 0.003 | 1.0 | 1875 | 0.0000 | 49.8162 | 48.8893 | 50.2619 | 50.2497 | 18.3889 |
| 0.0009 | 2.0 | 3750 | 0.0000 | 49.8162 | 48.8893 | 50.2619 | 50.2497 | 18.3889 |
| 0.0003 | 3.0 | 5625 | 0.0000 | 49.8162 | 48.8893 | 50.2619 | 50.2497 | 18.3889 |
| 0.0002 | 4.0 | 7500 | 0.0000 | 49.8162 | 48.8893 | 50.2619 | 50.2497 | 18.3889 |
| 0.0001 | 5.0 | 9375 | 0.0000 | 49.8162 | 48.8893 | 50.2619 | 50.2497 | 18.3889 |
Framework versions
- Transformers 4.28.0
- Pytorch 2.0.1+cu118
- Datasets 2.14.5
- Tokenizers 0.13.3
- Library
- transformers
- Type
- t5
- License
- apache-2.0
- Created
- Oct 11, 2023
- Updated
- Oct 11, 2023