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arabert_cross_relevance_task5_fold6

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README.md ADDED
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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_cross_relevance_task5_fold5
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+ results: []
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+ ---
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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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+
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+ # arabert_cross_relevance_task5_fold5
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+
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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: 0.1850
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+ - Qwk: 0.3218
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+ - Mse: 0.1850
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+
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+ ## Model description
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+
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+ More information needed
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+
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+ ## Intended uses & limitations
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+
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+ More information needed
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+
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+ ## Training and evaluation data
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+
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+ More information needed
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+
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+ ## Training procedure
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+
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+ ### Training hyperparameters
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+
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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: 1
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+
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+ ### Training results
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+
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+ | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse |
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+ |:-------------:|:------:|:----:|:---------------:|:-------:|:------:|
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+ | No log | 0.0351 | 2 | 1.6212 | -0.0017 | 1.6212 |
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+ | No log | 0.0702 | 4 | 0.4152 | 0.2892 | 0.4152 |
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+ | No log | 0.1053 | 6 | 0.1954 | 0.3371 | 0.1954 |
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+ | No log | 0.1404 | 8 | 0.2169 | 0.4091 | 0.2169 |
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+ | No log | 0.1754 | 10 | 0.2187 | 0.3071 | 0.2187 |
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+ | No log | 0.2105 | 12 | 0.2265 | 0.2875 | 0.2265 |
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+ | No log | 0.2456 | 14 | 0.2225 | 0.2856 | 0.2225 |
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+ | No log | 0.2807 | 16 | 0.2416 | 0.3293 | 0.2416 |
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+ | No log | 0.3158 | 18 | 0.2697 | 0.3623 | 0.2697 |
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+ | No log | 0.3509 | 20 | 0.2766 | 0.4106 | 0.2766 |
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+ | No log | 0.3860 | 22 | 0.2544 | 0.3125 | 0.2544 |
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+ | No log | 0.4211 | 24 | 0.2299 | 0.2434 | 0.2299 |
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+ | No log | 0.4561 | 26 | 0.2323 | 0.2606 | 0.2323 |
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+ | No log | 0.4912 | 28 | 0.2251 | 0.2770 | 0.2251 |
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+ | No log | 0.5263 | 30 | 0.2138 | 0.2909 | 0.2138 |
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+ | No log | 0.5614 | 32 | 0.2087 | 0.2728 | 0.2087 |
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+ | No log | 0.5965 | 34 | 0.2066 | 0.2882 | 0.2066 |
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+ | No log | 0.6316 | 36 | 0.2076 | 0.2882 | 0.2076 |
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+ | No log | 0.6667 | 38 | 0.2082 | 0.2862 | 0.2082 |
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+ | No log | 0.7018 | 40 | 0.2020 | 0.3073 | 0.2020 |
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+ | No log | 0.7368 | 42 | 0.1955 | 0.3089 | 0.1955 |
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+ | No log | 0.7719 | 44 | 0.1896 | 0.3089 | 0.1896 |
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+ | No log | 0.8070 | 46 | 0.1882 | 0.3218 | 0.1882 |
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+ | No log | 0.8421 | 48 | 0.1872 | 0.3218 | 0.1872 |
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+ | No log | 0.8772 | 50 | 0.1871 | 0.3218 | 0.1871 |
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+ | No log | 0.9123 | 52 | 0.1869 | 0.3218 | 0.1869 |
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+ | No log | 0.9474 | 54 | 0.1858 | 0.3218 | 0.1858 |
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+ | No log | 0.9825 | 56 | 0.1850 | 0.3218 | 0.1850 |
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+
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+
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+ ### Framework versions
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+
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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
config.json ADDED
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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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