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spark-name-zh-to-en
ihebaker10/spark-name-zh-to-en
spark-name-zh-to-en is a machine learning model from ihebaker10. 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.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Library
- transformers
- Model type
- marian
- Access
- Public
- Created
- May 25, 2024
- Updated
- May 25, 2024
- SHA
- 735511fc
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. -->
spark-name-zh-to-en
This model is a fine-tuned version of ihebaker10/spark-name-ka-to-en on the None dataset. It achieves the following results on the evaluation set:
- Loss: 4.3571
- Bleu: 0.4007
- Gen Len: 13.1744
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: 2e-05
- 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: 5
Training results
| Training Loss | Epoch | Step | Validation Loss | Bleu | Gen Len |
|---|---|---|---|---|---|
| 4.5771 | 1.0 | 1600 | 4.5729 | 0.6348 | 48.9281 |
| 4.2727 | 2.0 | 3200 | 4.4437 | 0.3449 | 13.7372 |
| 4.1169 | 3.0 | 4800 | 4.3856 | 0.3302 | 14.0606 |
| 3.9978 | 4.0 | 6400 | 4.3584 | 0.3945 | 13.1856 |
| 3.9164 | 5.0 | 8000 | 4.3571 | 0.4007 | 13.1744 |
Framework versions
- Transformers 4.41.0
- Pytorch 2.3.0+cu121
- Datasets 2.19.1
- Tokenizers 0.19.1
- Library
- transformers
- Type
- marian
- Created
- May 25, 2024
- Updated
- May 25, 2024