roberta-base-finetuned-wikitext-mlm-apollo_adamw – AI Model by li1212 | AlphaNeural AI

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li1212/
roberta-base-finetuned-wikitext-mlm-apollo_adamw

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FacebookAI/roberta-base

autotrain_compatible

endpoints_compatible

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roberta-base-finetuned-wikitext-mlm-apollo_adamw

This model is a fine-tuned version of FacebookAI/roberta-base on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 1.3564

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: 5e-05
train_batch_size: 64
eval_batch_size: 64
seed: 42
optimizer: Use OptimizerNames.APOLLO_ADAMW with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=proj=random,rank=1,scale=128.0,scale_type=tensor,update_proj_gap=200
lr_scheduler_type: linear
num_epochs: 5

Training results

Training Loss	Epoch	Step	Validation Loss
No log	1.0	151	1.4103
No log	2.0	302	1.3849
No log	3.0	453	1.3877
1.5162	4.0	604	1.3589
1.5162	5.0	755	1.3387

Framework versions

Transformers 4.52.4
Pytorch 2.6.0+cu124
Datasets 3.6.0
Tokenizers 0.21.2