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res_nw_gulf_03
nlparabic/res_nw_gulf_03
res_nw_gulf_03 is a machine learning model from nlparabic. Use it for the machine learning task on the model card, and read the license before you ship it in a product. 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
- License
- apache-2.0
- Model type
- gpt2
- Access
- Public
- Created
- Sep 1, 2024
- Updated
- Sep 1, 2024
- SHA
- f37522af
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. -->
res_nw_gulf_03
This model is a fine-tuned version of riotu-lab/ArabianGPT-03B on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 0.3495
- Bleu: 0.4355
- Rouge1: 0.6808
- Rouge2: 0.4218
- Rougel: 0.6799
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
- lr_scheduler_warmup_steps: 500
- num_epochs: 20.0
Training results
| Training Loss | Epoch | Step | Validation Loss | Bleu | Rouge1 | Rouge2 | Rougel |
|---|---|---|---|---|---|---|---|
| 1.1759 | 1.0 | 836 | 0.3774 | 0.4156 | 0.6364 | 0.3630 | 0.6352 |
| 0.2824 | 2.0 | 1672 | 0.3495 | 0.4355 | 0.6808 | 0.4218 | 0.6799 |
| 0.1846 | 3.0 | 2508 | 0.3579 | 0.4480 | 0.6989 | 0.4541 | 0.6984 |
| 0.1351 | 4.0 | 3344 | 0.3674 | 0.4449 | 0.6993 | 0.4556 | 0.6985 |
| 0.11 | 5.0 | 4180 | 0.3791 | 0.4488 | 0.7067 | 0.4681 | 0.7056 |
| 0.0981 | 6.0 | 5016 | 0.3922 | 0.4583 | 0.7135 | 0.4789 | 0.7129 |
| 0.0917 | 7.0 | 5852 | 0.3964 | 0.4567 | 0.7127 | 0.4779 | 0.7120 |
Framework versions
- Transformers 4.45.0.dev0
- Pytorch 2.3.1+cu121
- Datasets 2.19.2
- Tokenizers 0.19.1
- Type
- gpt2
- License
- apache-2.0
- Created
- Sep 1, 2024
- Updated
- Sep 1, 2024