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arabert_baseline_development_task4_fold0

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Training in progress, step 20

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  1. README.md +72 -0
  2. config.json +32 -0
  3. model.safetensors +3 -0
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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_baseline_development_task3_fold1
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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_baseline_development_task3_fold1
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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: 0.2282
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+ - Qwk: 0.0
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+ - Mse: 0.2300
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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: 10
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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 | 0.6667 | 2 | 2.8377 | 0.0075 | 2.8075 |
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+ | No log | 1.3333 | 4 | 0.7850 | -0.0722 | 0.7741 |
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+ | No log | 2.0 | 6 | 0.2436 | 0.0 | 0.2359 |
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+ | No log | 2.6667 | 8 | 0.2726 | -0.3562 | 0.2744 |
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+ | No log | 3.3333 | 10 | 0.2421 | 0.0 | 0.2449 |
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+ | No log | 4.0 | 12 | 0.2542 | 0.0 | 0.2555 |
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+ | No log | 4.6667 | 14 | 0.2669 | 0.0 | 0.2677 |
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+ | No log | 5.3333 | 16 | 0.2579 | 0.0 | 0.2592 |
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+ | No log | 6.0 | 18 | 0.2389 | 0.0 | 0.2407 |
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+ | No log | 6.6667 | 20 | 0.2143 | 0.0 | 0.2176 |
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+ | No log | 7.3333 | 22 | 0.2121 | 0.0 | 0.2162 |
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+ | No log | 8.0 | 24 | 0.2173 | 0.0 | 0.2199 |
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+ | No log | 8.6667 | 26 | 0.2240 | 0.0 | 0.2258 |
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+ | No log | 9.3333 | 28 | 0.2288 | 0.0 | 0.2304 |
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+ | No log | 10.0 | 30 | 0.2282 | 0.0 | 0.2300 |
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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
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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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