qwen2.5 version
Browse files- README.md +0 -22
- adapter_config.json +2 -2
- adapter_model.safetensors +1 -1
- tokenizer.json +6 -1
- training_args.bin +1 -1
README.md
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- base_model:adapter:aubmindlab/bert-base-arabertv02
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- lora
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- transformers
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metrics:
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- accuracy
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model-index:
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- name: saudi-eou-bert-classifier
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results: []
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# saudi-eou-bert-classifier
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This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on an unknown dataset.
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It achieves the following results on the evaluation set:
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- Loss: 0.3407
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- Accuracy: 0.864
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- Auc: 0.921
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## Model description
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- lr_scheduler_warmup_ratio: 0.1
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- num_epochs: 10
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### Training results
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| Training Loss | Epoch | Step | Validation Loss | Accuracy | Auc |
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|:-------------:|:-----:|:----:|:---------------:|:--------:|:-----:|
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| 0.712 | 1.0 | 295 | 0.6541 | 0.619 | 0.685 |
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| 0.5634 | 2.0 | 590 | 0.4838 | 0.781 | 0.845 |
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| 0.4258 | 3.0 | 885 | 0.4189 | 0.819 | 0.883 |
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| 0.3619 | 4.0 | 1180 | 0.3920 | 0.837 | 0.897 |
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| 0.3366 | 5.0 | 1475 | 0.3684 | 0.853 | 0.907 |
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| 0.3309 | 6.0 | 1770 | 0.3650 | 0.854 | 0.912 |
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| 0.3191 | 7.0 | 2065 | 0.3555 | 0.856 | 0.916 |
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| 0.3028 | 8.0 | 2360 | 0.3432 | 0.864 | 0.919 |
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| 0.3018 | 9.0 | 2655 | 0.3437 | 0.859 | 0.92 |
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| 0.2987 | 10.0 | 2950 | 0.3407 | 0.864 | 0.921 |
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### Framework versions
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- PEFT 0.18.0
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- base_model:adapter:aubmindlab/bert-base-arabertv02
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- lora
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- transformers
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model-index:
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- name: saudi-eou-bert-classifier
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results: []
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# saudi-eou-bert-classifier
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This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on an unknown dataset.
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## Model description
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- lr_scheduler_warmup_ratio: 0.1
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- num_epochs: 10
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### Framework versions
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- PEFT 0.18.0
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adapter_config.json
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"rank_pattern": {},
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"revision": null,
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"target_modules": [
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"query",
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"value",
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"key"
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],
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"target_parameters": null,
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"task_type": "SEQ_CLS",
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"rank_pattern": {},
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"revision": null,
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"target_modules": [
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"value",
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"key",
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"query"
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],
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"target_parameters": null,
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"task_type": "SEQ_CLS",
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adapter_model.safetensors
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version https://git-lfs.github.com/spec/v1
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size 14172320
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tokenizer.json
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"truncation":
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"padding": null,
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"direction": "Right",
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"max_length": 128,
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"strategy": "LongestFirst",
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"stride": 0
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},
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"padding": null,
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"added_tokens": [
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{
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training_args.bin
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version https://git-lfs.github.com/spec/v1
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size 5841
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version https://git-lfs.github.com/spec/v1
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size 5841
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