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kanishka/
smolm-autoreg-bpe-counterfactual-babylm-aann-prototypical_only-3e-4

Name: smolm-autoreg-bpe-counterfactual-babylm-aann-prototypical_only-3e-4
Availability: InStock

generated_from_trainer

kanishka/counterfactual_babylm_prototypical_only

model-index

autotrain_compatible

text-generation-inference

endpoints_compatible

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smolm-autoreg-bpe-counterfactual-babylm-aann-prototypical_only-3e-4

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

Loss: 3.4082
Accuracy: 0.4080

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
3.7341	1.0	18593	3.8768	0.3468
3.4322	2.0	37186	3.6158	0.3751
3.2902	3.0	55779	3.4817	0.3883
3.21	4.0	74372	3.4286	0.3960
3.1498	5.0	92965	3.4151	0.3978
3.0981	6.0	111558	3.3790	0.4022
3.0651	7.0	130151	3.3750	0.4034
3.0292	8.0	148744	3.3879	0.4041
3.0031	9.0	167337	3.3773	0.4046
2.9713	10.0	185930	3.3769	0.4061
2.9529	11.0	204523	3.3778	0.4069
2.9286	12.0	223116	3.3612	0.4077
2.9065	13.0	241709	3.3686	0.4073
2.8837	14.0	260302	3.3861	0.4078
2.8621	15.0	278895	3.3851	0.4077
2.8487	16.0	297488	3.3876	0.4080
2.8243	17.0	316081	3.3908	0.4081
2.8078	18.0	334674	3.3952	0.4082
2.7887	19.0	353267	3.4020	0.4082
2.7716	20.0	371860	3.4082	0.4080

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-aann-prototypical_only-3e-4

smolm-autoreg-bpe-counterfactual-babylm-aann-prototypical_only-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-aann-prototypical_only-3e-4