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  1. README.md +76 -0
  2. generation_config.json +5 -0
  3. model.safetensors +1 -1
README.md ADDED
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+ ---
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+ license: apache-2.0
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+ base_model: riotu-lab/ArabianGPT-01B
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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
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+ results: []
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+ ---
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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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+
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+ # res_nw_lev
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+
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+ This model is a fine-tuned version of [riotu-lab/ArabianGPT-01B](https://huggingface.co/riotu-lab/ArabianGPT-01B) on an unknown dataset.
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+ It achieves the following results on the evaluation set:
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+ - Loss: 0.4306
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+ - Bleu: 0.4631
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+ - Rouge1: 0.7482
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+ - Rouge2: 0.5741
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+ - Rougel: 0.7473
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+
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+ ## Model description
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+
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+ More information needed
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+
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+ ## Intended uses & limitations
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+
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+ More information needed
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+
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+ ## Training and evaluation data
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+
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+ More information needed
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+
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+ ## Training procedure
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+
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+ ### Training hyperparameters
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+
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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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+
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+ ### Training results
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+
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+ | Training Loss | Epoch | Step | Validation Loss | Bleu | Rouge1 | Rouge2 | Rougel |
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+ |:-------------:|:-----:|:-----:|:---------------:|:------:|:------:|:------:|:------:|
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+ | 0.8705 | 1.0 | 5062 | 0.5324 | 0.1992 | 0.5712 | 0.3058 | 0.5693 |
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+ | 0.4701 | 2.0 | 10124 | 0.4697 | 0.2384 | 0.6250 | 0.3686 | 0.6235 |
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+ | 0.3795 | 3.0 | 15186 | 0.4394 | 0.2692 | 0.6568 | 0.4131 | 0.6555 |
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+ | 0.3128 | 4.0 | 20248 | 0.4204 | 0.2995 | 0.6766 | 0.4446 | 0.6754 |
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+ | 0.2625 | 5.0 | 25310 | 0.4107 | 0.3341 | 0.6993 | 0.4788 | 0.6981 |
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+ | 0.2236 | 6.0 | 30372 | 0.4061 | 0.3688 | 0.7155 | 0.5061 | 0.7144 |
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+ | 0.1941 | 7.0 | 35434 | 0.4049 | 0.3985 | 0.7295 | 0.5331 | 0.7285 |
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+ | 0.1709 | 8.0 | 40496 | 0.4082 | 0.4226 | 0.7369 | 0.5493 | 0.7359 |
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+ | 0.1534 | 9.0 | 45558 | 0.4127 | 0.4394 | 0.7407 | 0.5583 | 0.7400 |
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+ | 0.1397 | 10.0 | 50620 | 0.4193 | 0.4513 | 0.7459 | 0.5686 | 0.7453 |
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+ | 0.1295 | 11.0 | 55682 | 0.4255 | 0.4612 | 0.7482 | 0.5730 | 0.7473 |
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+ | 0.1221 | 12.0 | 60744 | 0.4306 | 0.4631 | 0.7482 | 0.5741 | 0.7473 |
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+
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+
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+ ### Framework versions
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+
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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
generation_config.json ADDED
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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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