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_lev_03
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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_03
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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: 0.4050
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- Bleu: 0.5608
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- Rouge1: 0.7770
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- Rouge2: 0.5994
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- Rougel: 0.7763
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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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| 0.6345 | 1.0 | 5062 | 0.4249 | 0.4054 | 0.6718 | 0.4168 | 0.6706 |
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| 0.3258 | 2.0 | 10124 | 0.3824 | 0.4443 | 0.7135 | 0.4800 | 0.7124 |
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| 0.2266 | 3.0 | 15186 | 0.3660 | 0.4889 | 0.7442 | 0.5302 | 0.7434 |
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| 0.1702 | 4.0 | 20248 | 0.3713 | 0.5217 | 0.7592 | 0.5618 | 0.7584 |
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| 0.1405 | 5.0 | 25310 | 0.3809 | 0.5411 | 0.7671 | 0.5785 | 0.7663 |
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| 0.1253 | 6.0 | 30372 | 0.3939 | 0.5539 | 0.7718 | 0.5899 | 0.7710 |
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| 0.1166 | 7.0 | 35434 | 0.3990 | 0.5536 | 0.7745 | 0.5942 | 0.7737 |
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| 0.1107 | 8.0 | 40496 | 0.4050 | 0.5608 | 0.7770 | 0.5994 | 0.7763 |
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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 1475638784
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version https://git-lfs.github.com/spec/v1
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oid sha256:9622d934f4404d26a2449f9a9e2d73fc0939cef474a067b7981a629f2770679c
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size 1475638784
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