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results2_ara_t5_v2
hiba2/results2_ara_t5_v2
results2_ara_t5_v2 is a machine learning model from hiba2. 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
- Apr 5, 2024
- Updated
- Apr 5, 2024
- SHA
- 162638af
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. -->
results2_ara_t5_v2
This model is a fine-tuned version of bakrianoo/t5-arabic-base on an unknown dataset. It achieves the following results on the evaluation set:
- Gen Len: 19.0
- Loss: 0.0003
- Rouge1: 0.0875
- Rouge2: 0.0046
- Rougel: 0.0871
- Rougelsum: 0.0873
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: 0.0005
- train_batch_size: 4
- eval_batch_size: 4
- seed: 42
- gradient_accumulation_steps: 8
- total_train_batch_size: 32
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- lr_scheduler_warmup_steps: 250
- num_epochs: 10
Training results
| Training Loss | Epoch | Step | Gen Len | Validation Loss | Rouge1 | Rouge2 | Rougel | Rougelsum |
|---|---|---|---|---|---|---|---|---|
| 3.3562 | 3.43 | 500 | 18.7896 | 0.0070 | 0.0966 | 0.0037 | 0.097 | 0.0965 |
| 0.0156 | 6.86 | 1000 | 19.0 | 0.0003 | 0.0875 | 0.0046 | 0.0871 | 0.0873 |
Framework versions
- Transformers 4.40.0.dev0
- Pytorch 2.2.1+cu121
- Datasets 2.18.0
- Tokenizers 0.15.2
- Library
- transformers
- Type
- t5
- License
- apache-2.0
- Created
- Apr 5, 2024
- Updated
- Apr 5, 2024