Model save
Browse files- README.md +74 -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_irq_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_irq_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: 1.3222
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- Bleu: 0.3551
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- Rouge1: 0.5235
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- Rouge2: 0.2650
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- Rougel: 0.5207
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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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| 2.1843 | 1.0 | 1057 | 1.2503 | 0.3206 | 0.4318 | 0.1767 | 0.4294 |
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| 0.6485 | 2.0 | 2114 | 1.1708 | 0.3343 | 0.4673 | 0.2064 | 0.4651 |
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| 0.5688 | 3.0 | 3171 | 1.1971 | 0.3413 | 0.4874 | 0.2243 | 0.4851 |
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| 0.5047 | 4.0 | 4228 | 1.1978 | 0.3500 | 0.5054 | 0.2431 | 0.5030 |
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| 0.4482 | 5.0 | 5285 | 1.1622 | 0.3502 | 0.5096 | 0.2469 | 0.5076 |
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| 0.3971 | 6.0 | 6342 | 1.2058 | 0.3536 | 0.5150 | 0.2535 | 0.5128 |
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| 0.3513 | 7.0 | 7399 | 1.2158 | 0.3519 | 0.5180 | 0.2566 | 0.5155 |
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| 0.3105 | 8.0 | 8456 | 1.2344 | 0.3534 | 0.5225 | 0.2630 | 0.5202 |
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| 0.2743 | 9.0 | 9513 | 1.2988 | 0.3554 | 0.5277 | 0.2693 | 0.5249 |
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| 0.2426 | 10.0 | 10570 | 1.3222 | 0.3551 | 0.5235 | 0.2650 | 0.5207 |
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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-00002-of-00002.safetensors
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