smolm-mlm-bpe-unmask-seed_999 – AI Model by kanishka | AlphaNeural AI

You can deploy this model and start earning money today!

kanishka/
smolm-mlm-bpe-unmask-seed_999

like

0

generated_from_trainer

autotrain_compatible

endpoints_compatible

Views

No views yet

smolm-mlm-bpe-unmask-seed_999

This model is a fine-tuned version of models/smolm-mlm/config.json on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 2.7174
Accuracy: 0.4453

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: 0.0005
train_batch_size: 64
eval_batch_size: 512
seed: 999
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
lr_scheduler_warmup_steps: 24000
num_epochs: 10.0

Training results

Training Loss	Epoch	Step	Validation Loss	Accuracy
3.561	1.0	11938	3.5141	0.3483
3.3506	2.0	23876	3.3628	0.3569
3.1725	3.0	35814	3.1874	0.3836
3.0509	4.0	47752	3.0693	0.3987
2.9538	5.0	59690	2.9730	0.4077
2.8792	6.0	71628	2.8898	0.4234
2.8026	7.0	83566	2.8437	0.4270
2.7334	8.0	95504	2.7835	0.4361
2.6586	9.0	107442	2.7487	0.4434
2.6413	10.0	119380	2.7041	0.4486

Framework versions

Transformers 4.32.1
Pytorch 1.13.1+cu117
Datasets 2.12.0
Tokenizers 0.13.3