Model save
Browse files- README.md +72 -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-03B
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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_arabiangpt0.3
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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_arabiangpt0.3
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This model is a fine-tuned version of [riotu-lab/ArabianGPT-03B](https://huggingface.co/riotu-lab/ArabianGPT-03B) on an unknown dataset.
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It achieves the following results on the evaluation set:
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- Loss: 0.0797
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- Bleu: 0.2112
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- Rouge1: 0.5592
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- Rouge2: 0.3546
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- Rougel: 0.5569
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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: 4
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- eval_batch_size: 4
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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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| 0.0845 | 1.0 | 33752 | 0.0709 | 0.1360 | 0.4841 | 0.2595 | 0.4811 |
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| 0.0638 | 2.0 | 67504 | 0.0683 | 0.1557 | 0.5166 | 0.2948 | 0.5140 |
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| 0.0546 | 3.0 | 101256 | 0.0679 | 0.1681 | 0.5343 | 0.3158 | 0.5319 |
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| 0.0468 | 4.0 | 135008 | 0.0689 | 0.1830 | 0.5477 | 0.3320 | 0.5452 |
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| 0.0401 | 5.0 | 168760 | 0.0706 | 0.1941 | 0.5549 | 0.3422 | 0.5527 |
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| 0.0345 | 6.0 | 202512 | 0.0734 | 0.2016 | 0.5580 | 0.3486 | 0.5558 |
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| 0.0302 | 7.0 | 236264 | 0.0769 | 0.2083 | 0.5600 | 0.3535 | 0.5577 |
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| 0.0269 | 8.0 | 270016 | 0.0797 | 0.2112 | 0.5592 | 0.3546 | 0.5569 |
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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 1475667456
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version https://git-lfs.github.com/spec/v1
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oid sha256:ce7cfd625b7597dcd9740677cb7b96db96a062510c0ba6a5ada7e35b82b0dc55
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size 1475667456
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