Model save
Browse files- README.md +71 -0
- generation_config.json +5 -0
- model.safetensors +1 -1
README.md
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---
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license: apache-2.0
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base_model: riotu-lab/ArabianGPT-03B
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tags:
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- generated_from_trainer
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metrics:
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- bleu
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- rouge
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model-index:
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- name: res_nw_gulf_03
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results: []
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---
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<!-- This model card has been generated automatically according to the information the Trainer had access to. You
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should probably proofread and complete it, then remove this comment. -->
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# res_nw_gulf_03
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This model is a fine-tuned version of [riotu-lab/ArabianGPT-03B](https://huggingface.co/riotu-lab/ArabianGPT-03B) on an unknown dataset.
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It achieves the following results on the evaluation set:
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- Loss: 0.3964
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- Bleu: 0.4567
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- Rouge1: 0.7127
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- Rouge2: 0.4779
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- Rougel: 0.7120
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## Model description
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More information needed
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## Intended uses & limitations
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More information needed
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## Training and evaluation data
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More information needed
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## Training procedure
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### Training hyperparameters
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The following hyperparameters were used during training:
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- learning_rate: 5e-05
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- train_batch_size: 8
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- eval_batch_size: 8
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- seed: 42
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- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
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- lr_scheduler_type: linear
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- lr_scheduler_warmup_steps: 500
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- num_epochs: 20.0
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### Training results
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| Training Loss | Epoch | Step | Validation Loss | Bleu | Rouge1 | Rouge2 | Rougel |
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|:-------------:|:-----:|:----:|:---------------:|:------:|:------:|:------:|:------:|
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| 1.1759 | 1.0 | 836 | 0.3774 | 0.4156 | 0.6364 | 0.3630 | 0.6352 |
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| 0.2824 | 2.0 | 1672 | 0.3495 | 0.4355 | 0.6808 | 0.4218 | 0.6799 |
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| 0.1846 | 3.0 | 2508 | 0.3579 | 0.4480 | 0.6989 | 0.4541 | 0.6984 |
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| 0.1351 | 4.0 | 3344 | 0.3674 | 0.4449 | 0.6993 | 0.4556 | 0.6985 |
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| 0.11 | 5.0 | 4180 | 0.3791 | 0.4488 | 0.7067 | 0.4681 | 0.7056 |
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| 0.0981 | 6.0 | 5016 | 0.3922 | 0.4583 | 0.7135 | 0.4789 | 0.7129 |
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| 0.0917 | 7.0 | 5852 | 0.3964 | 0.4567 | 0.7127 | 0.4779 | 0.7120 |
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### Framework versions
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- Transformers 4.45.0.dev0
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- Pytorch 2.3.1+cu121
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- Datasets 2.19.2
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- Tokenizers 0.19.1
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generation_config.json
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{
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"_from_model_config": true,
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"eos_token_id": 64000,
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"transformers_version": "4.45.0.dev0"
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}
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model.safetensors
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version https://git-lfs.github.com/spec/v1
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-
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size 1475638784
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version https://git-lfs.github.com/spec/v1
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size 1475638784
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