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_aanns_dtanns-seed_211-1e-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_aanns_dtanns-seed_211-1e-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: 3.4323
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- Accuracy: 0.4055
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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: 0.0001
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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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### Training results
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| Training Loss | Epoch | Step | Validation Loss | Accuracy |
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|:-------------:|:-----:|:------:|:---------------:|:--------:|
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| 4.0524 | 1.0 | 18595 | 4.2811 | 0.3084 |
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| 3.5716 | 2.0 | 37190 | 3.7750 | 0.3615 |
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| 3.3913 | 3.0 | 55785 | 3.6008 | 0.3779 |
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| 3.2921 | 4.0 | 74380 | 3.5102 | 0.3883 |
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| 3.2283 | 5.0 | 92975 | 3.4789 | 0.3930 |
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| 3.1673 | 6.0 | 111570 | 3.4379 | 0.3962 |
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| 3.127 | 7.0 | 130165 | 3.4175 | 0.3988 |
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| 3.0935 | 8.0 | 148760 | 3.4272 | 0.3998 |
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| 3.0679 | 9.0 | 167355 | 3.4150 | 0.4011 |
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| 3.0402 | 10.0 | 185950 | 3.4148 | 0.4023 |
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| 3.0082 | 11.0 | 204545 | 3.4169 | 0.4029 |
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| 2.988 | 12.0 | 223140 | 3.4130 | 0.4035 |
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| 2.967 | 13.0 | 241735 | 3.3969 | 0.4045 |
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| 2.9457 | 14.0 | 260330 | 3.4080 | 0.4049 |
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| 2.9268 | 15.0 | 278925 | 3.4129 | 0.4045 |
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| 2.911 | 16.0 | 297520 | 3.4159 | 0.4047 |
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| 2.8964 | 17.0 | 316115 | 3.4221 | 0.4051 |
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| 2.8758 | 18.0 | 334710 | 3.4286 | 0.4054 |
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| 2.858 | 19.0 | 353305 | 3.4265 | 0.4054 |
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| 2.8493 | 20.0 | 371900 | 3.4323 | 0.4055 |
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### Framework versions
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- Transformers 4.38.0
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- Pytorch 2.3.1+cu121
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- Datasets 2.16.1
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- Tokenizers 0.15.2
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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": "4.38.0"
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}
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model.safetensors
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runs/Jul06_17-30-25_phyl-ling-p01.la.utexas.edu/events.out.tfevents.1720305387.phyl-ling-p01.la.utexas.edu.2019449.0
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