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kanishka/
smolm-autoreg-bpe-counterfactual-babylm-indef-naan-rerun-1e-3

Name: smolm-autoreg-bpe-counterfactual-babylm-indef-naan-rerun-1e-3
Availability: InStock

generated_from_trainer

kanishka/counterfactual_babylm_aann_indef_naan

model-index

autotrain_compatible

text-generation-inference

endpoints_compatible

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smolm-autoreg-bpe-counterfactual-babylm-indef-naan-rerun-1e-3

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

Loss: 3.3895
Accuracy: 0.4119

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: 0.001
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
3.6029	1.0	18595	3.7537	0.3598
3.3802	2.0	37190	3.5615	0.3808
3.2525	3.0	55785	3.4488	0.3937
3.1763	4.0	74380	3.4286	0.3985
3.1225	5.0	92975	3.3738	0.4026
3.0759	6.0	111570	3.3256	0.4086
3.039	7.0	130165	3.3437	0.4070
3.0127	8.0	148760	3.3430	0.4087
2.9832	9.0	167355	3.3458	0.4102
2.9576	10.0	185950	3.3349	0.4113
2.9308	11.0	204545	3.3456	0.4117
2.9111	12.0	223140	3.3457	0.4114
2.8929	13.0	241735	3.3436	0.4124
2.872	14.0	260330	3.3454	0.4122
2.8466	15.0	278925	3.3455	0.4130
2.8309	16.0	297520	3.3553	0.4125
2.81	17.0	316115	3.3644	0.4124
2.7893	18.0	334710	3.3733	0.4124
2.775	19.0	353305	3.3852	0.4119
2.7548	20.0	371900	3.3895	0.4119

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-naan-rerun-1e-3

smolm-autoreg-bpe-counterfactual-babylm-indef-naan-rerun-1e-3

Model description

Intended uses & limitations

Training and evaluation data

Training procedure

Training hyperparameters

Training results

Framework versions

kanishka/
smolm-autoreg-bpe-counterfactual-babylm-indef-naan-rerun-1e-3