Model save
Browse files- README.md +73 -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: res_nw_gulf
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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_gulf
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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: 0.4525
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- Bleu: 0.2539
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- Rouge1: 0.6407
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- Rouge2: 0.3977
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- Rougel: 0.6393
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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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| 1.9575 | 1.0 | 838 | 0.4805 | 0.1790 | 0.5301 | 0.2585 | 0.5287 |
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| 0.422 | 2.0 | 1676 | 0.4327 | 0.2112 | 0.5789 | 0.3115 | 0.5778 |
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| 0.331 | 3.0 | 2514 | 0.4185 | 0.2289 | 0.6067 | 0.3463 | 0.6056 |
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| 0.2638 | 4.0 | 3352 | 0.4183 | 0.2374 | 0.6213 | 0.3630 | 0.6195 |
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| 0.2131 | 5.0 | 4190 | 0.4248 | 0.2423 | 0.6280 | 0.3719 | 0.6265 |
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| 0.1756 | 6.0 | 5028 | 0.4323 | 0.2511 | 0.6329 | 0.3818 | 0.6312 |
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| 0.148 | 7.0 | 5866 | 0.4369 | 0.2458 | 0.6347 | 0.3891 | 0.6327 |
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| 0.1285 | 8.0 | 6704 | 0.4448 | 0.2499 | 0.6380 | 0.3885 | 0.6368 |
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| 0.1152 | 9.0 | 7542 | 0.4525 | 0.2539 | 0.6407 | 0.3977 | 0.6393 |
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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:fd9152205ce7dd7a48fabc774ab935bf733b9665f001b210dac23ba9b01cb8f4
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size 539221632
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