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_eg_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_eg_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: 0.9511
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- Bleu: 0.3620
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- Rouge1: 0.6421
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- Rouge2: 0.3875
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- Rougel: 0.6388
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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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| 0.874 | 1.0 | 7105 | 0.7882 | 0.3433 | 0.6159 | 0.3508 | 0.6121 |
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| 0.5689 | 2.0 | 14210 | 0.7603 | 0.3632 | 0.6403 | 0.3829 | 0.6368 |
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| 0.4369 | 3.0 | 21315 | 0.7771 | 0.3661 | 0.6205 | 0.2873 | 0.6174 |
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| 0.3314 | 4.0 | 28420 | 0.8176 | 0.3657 | 0.6468 | 0.3919 | 0.6436 |
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| 0.2518 | 5.0 | 35525 | 0.8584 | 0.3620 | 0.6466 | 0.3916 | 0.6434 |
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| 0.1991 | 6.0 | 42630 | 0.9106 | 0.3616 | 0.6428 | 0.3880 | 0.6396 |
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| 0.1678 | 7.0 | 49735 | 0.9511 | 0.3620 | 0.6421 | 0.3875 | 0.6388 |
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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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-
oid sha256:
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size 1475638784
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version https://git-lfs.github.com/spec/v1
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oid sha256:5a1dedfe2ab492e11a0c4acfb4354ebdf6e8b027ebc924392dd69238e9c9020f
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size 1475638784
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