salbatarni
commited on
Commit
•
d801ac2
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Parent(s):
d8b51c3
Training in progress, step 20
Browse files- README.md +67 -0
- config.json +32 -0
- model.safetensors +3 -0
- runs/Aug29_05-37-12_0bdfdf23bcd7/events.out.tfevents.1724909835.0bdfdf23bcd7.23.0 +3 -0
- runs/Aug29_05-38-40_0bdfdf23bcd7/events.out.tfevents.1724909921.0bdfdf23bcd7.23.1 +3 -0
- runs/Aug29_05-40-17_0bdfdf23bcd7/events.out.tfevents.1724910018.0bdfdf23bcd7.23.2 +3 -0
- runs/Aug29_05-41-50_0bdfdf23bcd7/events.out.tfevents.1724910111.0bdfdf23bcd7.23.3 +3 -0
- runs/Aug29_05-43-25_0bdfdf23bcd7/events.out.tfevents.1724910207.0bdfdf23bcd7.23.4 +3 -0
- runs/Aug29_05-44-20_0bdfdf23bcd7/events.out.tfevents.1724910261.0bdfdf23bcd7.23.5 +3 -0
- runs/Aug29_05-45-22_0bdfdf23bcd7/events.out.tfevents.1724910324.0bdfdf23bcd7.23.6 +3 -0
- runs/Aug29_05-46-14_0bdfdf23bcd7/events.out.tfevents.1724910375.0bdfdf23bcd7.23.7 +3 -0
- runs/Aug29_05-47-02_0bdfdf23bcd7/events.out.tfevents.1724910423.0bdfdf23bcd7.23.8 +3 -0
- runs/Aug29_05-48-33_0bdfdf23bcd7/events.out.tfevents.1724910514.0bdfdf23bcd7.23.9 +3 -0
- runs/Aug29_05-50-00_0bdfdf23bcd7/events.out.tfevents.1724910601.0bdfdf23bcd7.23.10 +3 -0
- runs/Aug29_05-51-03_0bdfdf23bcd7/events.out.tfevents.1724910665.0bdfdf23bcd7.23.11 +3 -0
- runs/Aug29_05-52-19_0bdfdf23bcd7/events.out.tfevents.1724910740.0bdfdf23bcd7.23.12 +3 -0
- runs/Aug29_05-53-50_0bdfdf23bcd7/events.out.tfevents.1724910831.0bdfdf23bcd7.23.13 +3 -0
- runs/Aug29_05-55-19_0bdfdf23bcd7/events.out.tfevents.1724910920.0bdfdf23bcd7.23.14 +3 -0
- runs/Aug29_05-56-57_0bdfdf23bcd7/events.out.tfevents.1724911018.0bdfdf23bcd7.23.15 +3 -0
- runs/Aug29_05-58-34_0bdfdf23bcd7/events.out.tfevents.1724911116.0bdfdf23bcd7.23.16 +3 -0
- runs/Aug29_06-00-05_0bdfdf23bcd7/events.out.tfevents.1724911206.0bdfdf23bcd7.23.17 +3 -0
- runs/Aug29_06-01-39_0bdfdf23bcd7/events.out.tfevents.1724911300.0bdfdf23bcd7.23.18 +3 -0
- runs/Aug29_06-02-42_0bdfdf23bcd7/events.out.tfevents.1724911363.0bdfdf23bcd7.23.19 +3 -0
- runs/Aug29_06-03-51_0bdfdf23bcd7/events.out.tfevents.1724911432.0bdfdf23bcd7.23.20 +3 -0
- runs/Aug29_06-04-44_0bdfdf23bcd7/events.out.tfevents.1724911485.0bdfdf23bcd7.23.21 +3 -0
- runs/Aug29_06-05-40_0bdfdf23bcd7/events.out.tfevents.1724911542.0bdfdf23bcd7.23.22 +3 -0
- runs/Aug29_06-07-10_0bdfdf23bcd7/events.out.tfevents.1724911631.0bdfdf23bcd7.23.23 +3 -0
- runs/Aug29_06-08-38_0bdfdf23bcd7/events.out.tfevents.1724911719.0bdfdf23bcd7.23.24 +3 -0
- runs/Aug29_06-09-52_0bdfdf23bcd7/events.out.tfevents.1724911793.0bdfdf23bcd7.23.25 +3 -0
- runs/Aug29_06-11-07_0bdfdf23bcd7/events.out.tfevents.1724911868.0bdfdf23bcd7.23.26 +3 -0
- runs/Aug29_06-12-39_0bdfdf23bcd7/events.out.tfevents.1724911961.0bdfdf23bcd7.23.27 +3 -0
- runs/Aug29_06-14-11_0bdfdf23bcd7/events.out.tfevents.1724912052.0bdfdf23bcd7.23.28 +3 -0
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- runs/Aug29_06-18-59_0bdfdf23bcd7/events.out.tfevents.1724912340.0bdfdf23bcd7.23.31 +3 -0
- runs/Aug29_06-20-32_0bdfdf23bcd7/events.out.tfevents.1724912433.0bdfdf23bcd7.23.32 +3 -0
- runs/Aug29_06-21-32_0bdfdf23bcd7/events.out.tfevents.1724912493.0bdfdf23bcd7.23.33 +3 -0
- runs/Aug29_06-22-31_0bdfdf23bcd7/events.out.tfevents.1724912552.0bdfdf23bcd7.23.34 +3 -0
- runs/Aug29_06-23-27_0bdfdf23bcd7/events.out.tfevents.1724912608.0bdfdf23bcd7.23.35 +3 -0
- training_args.bin +3 -0
README.md
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---
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base_model: aubmindlab/bert-base-arabertv02
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tags:
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- generated_from_trainer
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model-index:
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- name: arabert_baseline_style_task4_fold0
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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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# arabert_baseline_style_task4_fold0
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This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
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It achieves the following results on the evaluation set:
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- Loss: 0.6503
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- Qwk: 0.7
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- Mse: 0.6503
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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: 2e-05
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- train_batch_size: 16
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- eval_batch_size: 16
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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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- num_epochs: 10
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### Training results
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| Training Loss | Epoch | Step | Validation Loss | Qwk | Mse |
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|:-------------:|:-----:|:----:|:---------------:|:------:|:------:|
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| No log | 1.0 | 2 | 3.1919 | 0.0704 | 3.1919 |
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| No log | 2.0 | 4 | 1.3173 | 0.0303 | 1.3173 |
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| No log | 3.0 | 6 | 0.6709 | 0.1111 | 0.6709 |
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| No log | 4.0 | 8 | 0.7125 | 0.4839 | 0.7125 |
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| No log | 5.0 | 10 | 0.8225 | 0.1724 | 0.8225 |
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| No log | 6.0 | 12 | 0.7902 | 0.1724 | 0.7902 |
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| No log | 7.0 | 14 | 0.6931 | 0.6 | 0.6931 |
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| No log | 8.0 | 16 | 0.6270 | 0.5238 | 0.6270 |
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| No log | 9.0 | 18 | 0.6337 | 0.6098 | 0.6337 |
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| No log | 10.0 | 20 | 0.6503 | 0.7 | 0.6503 |
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### Framework versions
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- Transformers 4.44.0
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- Pytorch 2.4.0
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- Datasets 2.21.0
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- Tokenizers 0.19.1
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config.json
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{
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"_name_or_path": "aubmindlab/bert-base-arabertv02",
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"architectures": [
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"BertForSequenceClassification"
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],
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"attention_probs_dropout_prob": 0.1,
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"classifier_dropout": null,
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"hidden_act": "gelu",
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"hidden_dropout_prob": 0.1,
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"hidden_size": 768,
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"id2label": {
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"0": "LABEL_0"
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},
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"initializer_range": 0.02,
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"intermediate_size": 3072,
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"label2id": {
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"LABEL_0": 0
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},
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"layer_norm_eps": 1e-12,
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"max_position_embeddings": 512,
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"model_type": "bert",
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"num_attention_heads": 12,
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"num_hidden_layers": 12,
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"pad_token_id": 0,
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"position_embedding_type": "absolute",
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"problem_type": "regression",
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"torch_dtype": "float32",
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"transformers_version": "4.44.0",
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"type_vocab_size": 2,
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"use_cache": true,
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"vocab_size": 64000
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}
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model.safetensors
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