Model save
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README.md
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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-random_removal-seed_1024-3e-4
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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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# smolm-autoreg-bpe-counterfactual-babylm-random_removal-seed_1024-3e-4
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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: 3.3909
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- Accuracy: 0.4102
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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: 0.0003
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- train_batch_size: 32
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- eval_batch_size: 64
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- seed: 1024
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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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### Training results
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| Training Loss | Epoch | Step | Validation Loss | Accuracy |
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|:-------------:|:-----:|:------:|:---------------:|:--------:|
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| 3.7399 | 1.0 | 18586 | 3.9066 | 0.3474 |
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| 3.4368 | 2.0 | 37172 | 3.6279 | 0.3750 |
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| 3.294 | 3.0 | 55758 | 3.4854 | 0.3884 |
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| 3.2094 | 4.0 | 74344 | 3.4178 | 0.3968 |
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| 3.1515 | 5.0 | 92930 | 3.3861 | 0.4009 |
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| 3.1023 | 6.0 | 111516 | 3.3600 | 0.4041 |
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| 3.0643 | 7.0 | 130102 | 3.3565 | 0.4047 |
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| 3.0294 | 8.0 | 148688 | 3.3575 | 0.4059 |
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| 3.0007 | 9.0 | 167274 | 3.3660 | 0.4068 |
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| 2.9771 | 10.0 | 185860 | 3.3513 | 0.4075 |
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| 2.9526 | 11.0 | 204446 | 3.3433 | 0.4092 |
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| 2.9307 | 12.0 | 223032 | 3.3542 | 0.4094 |
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| 2.91 | 13.0 | 241618 | 3.3446 | 0.4095 |
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| 2.888 | 14.0 | 260204 | 3.3463 | 0.4100 |
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| 2.862 | 15.0 | 278790 | 3.3530 | 0.4103 |
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| 2.8465 | 16.0 | 297376 | 3.3666 | 0.4098 |
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| 2.8291 | 17.0 | 315962 | 3.3780 | 0.4099 |
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| 2.8072 | 18.0 | 334548 | 3.3858 | 0.4099 |
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| 2.786 | 19.0 | 353134 | 3.3847 | 0.4104 |
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| 2.773 | 20.0 | 371720 | 3.3909 | 0.4102 |
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### Framework versions
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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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generation_config.json
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{
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"_from_model_config": true,
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"bos_token_id": 1,
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"eos_token_id": 2,
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"pad_token_id": 0,
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"transformers_version": "4.37.2"
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}
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model.safetensors
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size 391376736
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runs/Feb08_23-12-20_phyl-ling-p01.la.utexas.edu/events.out.tfevents.1707455901.phyl-ling-p01.la.utexas.edu.3367925.0
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