Model save
Browse files- README.md +76 -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_lev
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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
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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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## 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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| 0.8705 | 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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### 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:f744b0ecac82b83c53f38fc45c125c0756d3f9a292a3ed0d9ed35509a4671d16
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size 539221632
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