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README.md ADDED
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+ ---
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+ tags:
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+ - generated_from_trainer
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+ metrics:
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+ - accuracy
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+ model-index:
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+ - name: smolm-autoreg-bpe-counterfactual-babylm-only_other_det_removal-seed_211-1e-3
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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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+ # smolm-autoreg-bpe-counterfactual-babylm-only_other_det_removal-seed_211-1e-3
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+
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+ This model was trained from scratch on an unknown dataset.
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+ It achieves the following results on the evaluation set:
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+ - Loss: 3.4143
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+ - Accuracy: 0.4110
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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: 0.001
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+ - train_batch_size: 32
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+ - eval_batch_size: 64
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+ - seed: 211
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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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+ - lr_scheduler_warmup_steps: 32000
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+ - num_epochs: 20.0
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+ - mixed_precision_training: Native AMP
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+
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+ ### Training results
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+
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+ | Training Loss | Epoch | Step | Validation Loss | Accuracy |
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+ |:-------------:|:-----:|:------:|:---------------:|:--------:|
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+ | 3.6004 | 1.0 | 18597 | 3.8219 | 0.3575 |
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+ | 3.3852 | 2.0 | 37194 | 3.6092 | 0.3797 |
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+ | 3.2597 | 3.0 | 55791 | 3.4837 | 0.3910 |
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+ | 3.1758 | 4.0 | 74388 | 3.4364 | 0.3981 |
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+ | 3.1197 | 5.0 | 92985 | 3.4116 | 0.4017 |
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+ | 3.08 | 6.0 | 111582 | 3.3782 | 0.4040 |
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+ | 3.0418 | 7.0 | 130179 | 3.3885 | 0.4055 |
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+ | 3.0088 | 8.0 | 148776 | 3.3884 | 0.4062 |
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+ | 2.9856 | 9.0 | 167373 | 3.3548 | 0.4077 |
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+ | 2.9598 | 10.0 | 185970 | 3.3782 | 0.4090 |
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+ | 2.9364 | 11.0 | 204567 | 3.3851 | 0.4093 |
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+ | 2.9156 | 12.0 | 223164 | 3.3803 | 0.4097 |
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+ | 2.8949 | 13.0 | 241761 | 3.3869 | 0.4100 |
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+ | 2.8719 | 14.0 | 260358 | 3.3813 | 0.4104 |
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+ | 2.8526 | 15.0 | 278955 | 3.3859 | 0.4108 |
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+ | 2.8289 | 16.0 | 297552 | 3.3980 | 0.4103 |
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+ | 2.8104 | 17.0 | 316149 | 3.3981 | 0.4109 |
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+ | 2.7958 | 18.0 | 334746 | 3.4054 | 0.4110 |
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+ | 2.781 | 19.0 | 353343 | 3.4057 | 0.4110 |
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+ | 2.7571 | 20.0 | 371940 | 3.4143 | 0.4110 |
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+
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+
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+ ### Framework versions
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+
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+ - Transformers 4.37.2
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+ - Pytorch 2.1.0+cu121
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+ - Datasets 2.16.1
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+ - Tokenizers 0.15.1
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+ "_from_model_config": true,
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+ "transformers_version": "4.37.2"
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