Model save
Browse files- README.md +82 -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-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: results_fixed
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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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# results_fixed
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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: 1.9809
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- Bleu: 0.3149
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- Rouge1: 0.5865
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- Rouge2: 0.3495
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- Rougel: 0.5486
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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 | Bleu | Validation Loss | Rouge1 | Rouge2 | Rougel |
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|:-------------:|:------:|:----:|:------:|:---------------:|:------:|:------:|:------:|
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| 3.9816 | 1.0846 | 500 | 0.2270 | 2.8213 | 0.3851 | 0.1625 | 0.3198 |
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| 3.9816 | 2.0 | 922 | 2.4793 | 0.2481 | 0.4405 | 0.2030 | 0.3844 |
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| 2.6514 | 3.0 | 1383 | 2.2931 | 0.2658 | 0.4828 | 0.2385 | 0.4327 |
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| 2.3308 | 4.0 | 1844 | 2.1801 | 0.2797 | 0.5114 | 0.2679 | 0.4659 |
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| 2.1322 | 5.0 | 2305 | 2.1133 | 0.2886 | 0.5264 | 0.2867 | 0.4852 |
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| 1.9942 | 6.0 | 2766 | 2.0649 | 0.2926 | 0.5417 | 0.2993 | 0.5003 |
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| 1.8884 | 7.0 | 3227 | 2.0354 | 0.2967 | 0.5529 | 0.3108 | 0.5117 |
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| 1.8003 | 8.0 | 3688 | 2.0164 | 0.2973 | 0.5597 | 0.3199 | 0.5204 |
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| 1.7305 | 9.0 | 4149 | 2.0036 | 0.3053 | 0.5660 | 0.3262 | 0.5266 |
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| 1.6672 | 10.0 | 4610 | 1.9933 | 0.3072 | 0.5704 | 0.3319 | 0.5325 |
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| 1.6132 | 11.0 | 5071 | 1.9886 | 0.3093 | 0.5737 | 0.3366 | 0.5363 |
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| 1.5659 | 12.0 | 5532 | 1.9834 | 0.3099 | 0.5777 | 0.3397 | 0.5396 |
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| 1.5659 | 13.0 | 5993 | 1.9819 | 0.3117 | 0.5796 | 0.3423 | 0.5418 |
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| 1.5244 | 14.0 | 6454 | 1.9798 | 0.3126 | 0.5833 | 0.3452 | 0.5451 |
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| 1.4884 | 15.0 | 6915 | 1.9793 | 0.3130 | 0.5832 | 0.3461 | 0.5454 |
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| 1.4594 | 16.0 | 7376 | 1.9800 | 0.3133 | 0.5846 | 0.3469 | 0.5466 |
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| 1.4361 | 17.0 | 7837 | 1.9799 | 0.3151 | 0.5865 | 0.3493 | 0.5485 |
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| 1.4159 | 18.0 | 8298 | 1.9809 | 0.3149 | 0.5865 | 0.3495 | 0.5486 |
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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 539221632
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version https://git-lfs.github.com/spec/v1
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oid sha256:eebba2f2ff833170f3124d5c7a39e6a8e26d5c480423329231080b523195e5df
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size 539221632
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