smolm-mlm-bpe-unmask-seed_777 – AI Model by kanishka | AlphaNeural AI

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kanishka/
smolm-mlm-bpe-unmask-seed_777

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smolm-mlm-bpe-unmask-seed_777

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: 2.7113
Accuracy: 0.4480

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: 777
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
3.54	1.0	11938	3.4890	0.3516
3.3273	2.0	23876	3.3427	0.3628
3.1559	3.0	35814	3.1642	0.3866
3.0559	4.0	47752	3.0452	0.3995
2.9405	5.0	59690	2.9770	0.4121
2.8478	6.0	71628	2.8953	0.4208
2.7872	7.0	83566	2.8437	0.4273
2.7092	8.0	95504	2.7663	0.4386
2.6641	9.0	107442	2.7282	0.4471
2.6346	10.0	119380	2.6966	0.4522

Framework versions

Transformers 4.32.1
Pytorch 1.13.1+cu117
Datasets 2.12.0
Tokenizers 0.13.3