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alexa_converting_pov
prithviraj-maurya/alexa_converting_pov
alexa_converting_pov is a machine learning model from prithviraj-maurya. 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
- bart
- Access
- Public
- Created
- Oct 1, 2023
- Updated
- Sep 3, 2024
- SHA
- 960205a6
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. -->
output
This model is a fine-tuned version of t5-base on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 0.2911
- Bleu: 65.8974
Model description
T5 Transformer model
Intended uses & limitations
Research only
Training procedure
Training hyperparameters
The following hyperparameters were used during training:
- learning_rate: 2e-05
- train_batch_size: 32
- eval_batch_size: 64
- 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 | Bleu |
|---|---|---|---|---|
| 0.3791 | 1.0 | 1019 | 0.3168 | 65.3989 |
| 0.3382 | 2.0 | 2038 | 0.2945 | 66.2317 |
| 0.3251 | 3.0 | 3057 | 0.2890 | 66.3165 |
Framework versions
- Transformers 4.34.1
- Pytorch 2.1.0+cu118
- Datasets 2.14.6
- Tokenizers 0.14.1
- Library
- transformers
- Type
- bart
- License
- apache-2.0
- Created
- Oct 1, 2023
- Updated
- Sep 3, 2024