Model save
Browse files- README.md +76 -0
- generation_config.json +5 -0
- model-00001-of-00002.safetensors +1 -1
- model-00002-of-00002.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-1.5B
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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_lev_1.5
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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_lev_1.5
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This model is a fine-tuned version of [riotu-lab/ArabianGPT-1.5B](https://huggingface.co/riotu-lab/ArabianGPT-1.5B) on an unknown dataset.
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It achieves the following results on the evaluation set:
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- Loss: 0.4877
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- Bleu: 0.5358
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- Rouge1: 0.7214
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- Rouge2: 0.5308
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- Rougel: 0.7204
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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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| 0.9723 | 1.0 | 5062 | 0.5929 | 0.3381 | 0.5352 | 0.2532 | 0.5335 |
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| 0.5372 | 2.0 | 10124 | 0.5345 | 0.3565 | 0.5789 | 0.3004 | 0.5771 |
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| 0.4562 | 3.0 | 15186 | 0.5011 | 0.3724 | 0.6090 | 0.3366 | 0.6075 |
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| 0.3888 | 4.0 | 20248 | 0.4795 | 0.3896 | 0.6308 | 0.3647 | 0.6295 |
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| 0.3295 | 5.0 | 25310 | 0.4640 | 0.4085 | 0.6529 | 0.3976 | 0.6516 |
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| 0.2783 | 6.0 | 30372 | 0.4554 | 0.4323 | 0.6740 | 0.4326 | 0.6729 |
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| 0.2359 | 7.0 | 35434 | 0.4514 | 0.4604 | 0.6935 | 0.4679 | 0.6923 |
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| 0.2013 | 8.0 | 40496 | 0.4540 | 0.4853 | 0.7055 | 0.4938 | 0.7045 |
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| 0.1741 | 9.0 | 45558 | 0.4603 | 0.5067 | 0.7139 | 0.5122 | 0.7130 |
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| 0.1531 | 10.0 | 50620 | 0.4672 | 0.5228 | 0.7191 | 0.5235 | 0.7181 |
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| 0.1373 | 11.0 | 55682 | 0.4777 | 0.5307 | 0.7205 | 0.5283 | 0.7197 |
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| 0.1256 | 12.0 | 60744 | 0.4877 | 0.5358 | 0.7214 | 0.5308 | 0.7204 |
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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-00001-of-00002.safetensors
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model-00002-of-00002.safetensors
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