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_1024-1e-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_1024-1e-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: 3.4264
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- Accuracy: 0.4056
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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: 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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| 4.0514 | 1.0 | 18595 | 4.2435 | 0.3101 |
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| 3.5672 | 2.0 | 37190 | 3.7652 | 0.3622 |
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| 3.3933 | 3.0 | 55785 | 3.5859 | 0.3792 |
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| 3.2939 | 4.0 | 74380 | 3.5397 | 0.3863 |
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| 3.2248 | 5.0 | 92975 | 3.4728 | 0.3919 |
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| 3.173 | 6.0 | 111570 | 3.4672 | 0.3950 |
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| 3.1332 | 7.0 | 130165 | 3.4249 | 0.3987 |
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| 3.0958 | 8.0 | 148760 | 3.4232 | 0.3998 |
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| 3.0709 | 9.0 | 167355 | 3.4138 | 0.4012 |
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| 3.0426 | 10.0 | 185950 | 3.4269 | 0.4014 |
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| 3.0138 | 11.0 | 204545 | 3.4023 | 0.4037 |
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| 2.995 | 12.0 | 223140 | 3.4037 | 0.4035 |
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| 2.9702 | 13.0 | 241735 | 3.3991 | 0.4043 |
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| 2.954 | 14.0 | 260330 | 3.4180 | 0.4042 |
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| 2.9299 | 15.0 | 278925 | 3.4060 | 0.4049 |
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| 2.9106 | 16.0 | 297520 | 3.4084 | 0.4049 |
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| 2.8923 | 17.0 | 316115 | 3.4154 | 0.4055 |
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| 2.8795 | 18.0 | 334710 | 3.4195 | 0.4057 |
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| 2.8628 | 19.0 | 353305 | 3.4225 | 0.4057 |
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| 2.8497 | 20.0 | 371900 | 3.4264 | 0.4056 |
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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/Jul07_16-13-29_phyl-ling-p01.la.utexas.edu/events.out.tfevents.1720387170.phyl-ling-p01.la.utexas.edu.2048002.0
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