You can deploy this model and start earning money today!

kanishka/
smolm-autoreg-bpe-counterfactual-babylm-aann-no_prototypical-1e-4

Name: smolm-autoreg-bpe-counterfactual-babylm-aann-no_prototypical-1e-4
Availability: InStock

generated_from_trainer

kanishka/counterfactual_babylm_without_prototypical

model-index

autotrain_compatible

text-generation-inference

endpoints_compatible

Views

No views yet

smolm-autoreg-bpe-counterfactual-babylm-aann-no_prototypical-1e-4

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

Loss: 3.4271
Accuracy: 0.4055

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: 0.0001
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
4.0511	1.0	18593	4.2335	0.3107
3.5697	2.0	37186	3.7359	0.3642
3.39	3.0	55779	3.6033	0.3791
3.2888	4.0	74372	3.5071	0.3874
3.2214	5.0	92965	3.4889	0.3918
3.1735	6.0	111558	3.4516	0.3960
3.1316	7.0	130151	3.4183	0.3984
3.0945	8.0	148744	3.4247	0.3994
3.0622	9.0	167337	3.4341	0.4006
3.038	10.0	185930	3.4303	0.4018
3.0204	11.0	204523	3.3948	0.4032
2.9872	12.0	223116	3.3971	0.4044
2.9714	13.0	241709	3.3949	0.4049
2.9537	14.0	260302	3.4084	0.4045
2.9321	15.0	278895	3.4070	0.4049
2.9125	16.0	297488	3.4046	0.4054
2.8953	17.0	316081	3.4124	0.4052
2.8782	18.0	334674	3.4225	0.4053
2.8601	19.0	353267	3.4227	0.4055
2.8494	20.0	371860	3.4271	0.4055

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-no_prototypical-1e-4

smolm-autoreg-bpe-counterfactual-babylm-aann-no_prototypical-1e-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-no_prototypical-1e-4