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README.md ADDED
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+ ---
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+ license: apache-2.0
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+ base_model: bert-base-cased
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+ tags:
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+ - generated_from_trainer
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+ datasets:
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+ - squad_v2
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+ model-index:
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+ - name: bert-base-cased-finetuned-squad_v2-bs_32
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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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+ # bert-base-cased-finetuned-squad_v2-bs_32
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+
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+ This model is a fine-tuned version of [bert-base-cased](https://huggingface.co/bert-base-cased) on the squad_v2 dataset.
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+ It achieves the following results on the evaluation set:
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+ - Loss: 1.5835
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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: 32
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+ - eval_batch_size: 32
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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: 5
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+
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+ ### Training results
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+
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+ | Training Loss | Epoch | Step | Validation Loss |
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+ |:-------------:|:-----:|:-----:|:---------------:|
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+ | 1.0646 | 1.0 | 4128 | 1.1130 |
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+ | 0.8143 | 2.0 | 8256 | 1.1558 |
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+ | 0.6028 | 3.0 | 12384 | 1.3857 |
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+ | 0.47 | 4.0 | 16512 | 1.4318 |
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+ | 0.3676 | 5.0 | 20640 | 1.5835 |
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+
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+
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+ ### Framework versions
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+
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+ - Transformers 4.34.0
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+ - Pytorch 1.12.1
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+ - Datasets 2.14.5
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+ - Tokenizers 0.14.1
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