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res_nw_eg_1.5
nlparabic/res_nw_eg_1.5
res_nw_eg_1.5 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 2, 2024
- Updated
- Sep 3, 2024
- SHA
- 7b3ccba5
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_eg_1.5
This model is a fine-tuned version of riotu-lab/ArabianGPT-1.5B on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 0.9067
- Bleu: 0.3107
- Rouge1: 0.5230
- Rouge2: 0.1667
- Rougel: 0.5166
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 |
|---|---|---|---|---|---|---|---|
| 1.2517 | 1.0 | 7105 | 1.0203 | 0.2763 | 0.4518 | 0.0941 | 0.4439 |
| 0.8548 | 2.0 | 14210 | 0.9441 | 0.3014 | 0.5004 | 0.1420 | 0.4937 |
| 0.7533 | 3.0 | 21315 | 0.9067 | 0.3107 | 0.5230 | 0.1667 | 0.5166 |
| 0.6781 | 4.0 | 28420 | 0.9095 | 0.3205 | 0.5603 | 0.2878 | 0.5559 |
| 0.6134 | 5.0 | 35525 | 0.9152 | 0.3250 | 0.5456 | 0.1953 | 0.5403 |
| 0.5542 | 6.0 | 42630 | 0.9294 | 0.3266 | 0.5720 | 0.3029 | 0.5676 |
| 0.4993 | 7.0 | 49735 | 0.9462 | 0.3252 | 0.5503 | 0.2014 | 0.5448 |
| 0.4482 | 8.0 | 56840 | 0.9838 | 0.3245 | 0.5485 | 0.2007 | 0.5430 |
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 2, 2024
- Updated
- Sep 3, 2024