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-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_irq
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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
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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: 0.6178
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- Bleu: 0.2598
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- Rouge1: 0.5921
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- Rouge2: 0.3375
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- Rougel: 0.5897
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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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| 1.8421 | 1.0 | 1059 | 0.6648 | 0.1931 | 0.4806 | 0.2142 | 0.4779 |
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| 0.591 | 2.0 | 2118 | 0.6045 | 0.2225 | 0.5287 | 0.2615 | 0.5265 |
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| 0.4845 | 3.0 | 3177 | 0.5857 | 0.2305 | 0.5524 | 0.2874 | 0.5497 |
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| 0.4018 | 4.0 | 4236 | 0.5872 | 0.2416 | 0.5716 | 0.3055 | 0.5693 |
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| 0.3351 | 5.0 | 5295 | 0.5903 | 0.2441 | 0.5780 | 0.3175 | 0.5759 |
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| 0.2824 | 6.0 | 6354 | 0.5988 | 0.2523 | 0.5857 | 0.3285 | 0.5838 |
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| 0.2395 | 7.0 | 7413 | 0.6095 | 0.2571 | 0.5877 | 0.3330 | 0.5861 |
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| 0.206 | 8.0 | 8472 | 0.6178 | 0.2598 | 0.5921 | 0.3375 | 0.5897 |
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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:e38c06c9c1d9f317da363e8be22dd225056e7a956e8e1c73f3ce08791e9e6e2e
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size 539221632
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