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kanishka/
smolm-autoreg-bpe-counterfactual-babylm-indef_articles_with_pl_nouns-removal-3e-4

Name: smolm-autoreg-bpe-counterfactual-babylm-indef_articles_with_pl_nouns-removal-3e-4
Availability: InStock

generated_from_trainer

kanishka/counterfactual_babylm_aann_indef_articles_with_pl_nouns_removal

model-index

autotrain_compatible

text-generation-inference

endpoints_compatible

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smolm-autoreg-bpe-counterfactual-babylm-indef_articles_with_pl_nouns-removal-3e-4

This model was trained from scratch on the kanishka/counterfactual_babylm_aann_indef_articles_with_pl_nouns_removal dataset. It achieves the following results on the evaluation set:

Loss: 3.4054
Accuracy: 0.4099

Model description

More information needed

Intended uses & limitations

More information needed

Training and evaluation data

More information needed

Training procedure

Training hyperparameters

The following hyperparameters were used during training:

learning_rate: 0.0003
train_batch_size: 32
eval_batch_size: 64
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
lr_scheduler_warmup_steps: 32000
num_epochs: 20.0
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss	Accuracy
3.7446	1.0	18601	3.9130	0.3462
3.4295	2.0	37202	3.6268	0.3752
3.2878	3.0	55803	3.5073	0.3878
3.2031	4.0	74404	3.4630	0.3948
3.1443	5.0	93005	3.4077	0.3994
3.0973	6.0	111606	3.3724	0.4028
3.0617	7.0	130207	3.3562	0.4062
3.0252	8.0	148808	3.3648	0.4059
2.994	9.0	167409	3.3582	0.4071
2.9693	10.0	186010	3.3688	0.4075
2.9383	11.0	204611	3.3513	0.4092
2.9188	12.0	223212	3.3659	0.4086
2.8978	13.0	241813	3.3581	0.4097
2.8784	14.0	260414	3.3657	0.4103
2.8592	15.0	279015	3.3693	0.4102
2.8415	16.0	297616	3.3867	0.4092
2.8198	17.0	316217	3.3790	0.4101
2.8013	18.0	334818	3.3924	0.4099
2.7836	19.0	353419	3.4014	0.4098
2.7626	20.0	372020	3.4054	0.4099

Framework versions

Transformers 4.36.0
Pytorch 2.1.1+cu121
Datasets 2.15.0
Tokenizers 0.15.0

kanishka/smolm-autoreg-bpe-counterfactual-babylm-indef_articles_with_pl_nouns-removal-3e-4

smolm-autoreg-bpe-counterfactual-babylm-indef_articles_with_pl_nouns-removal-3e-4

Model description

Intended uses & limitations

Training and evaluation data

Training procedure

Training hyperparameters

Training results

Framework versions

kanishka/
smolm-autoreg-bpe-counterfactual-babylm-indef_articles_with_pl_nouns-removal-3e-4