KoModernBERT-large-mlm-v7

This model is a fine-tuned version of CocoRoF/KoModernBERT-large-mlm-v6 on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 2.0955

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: 2e-06
train_batch_size: 4
eval_batch_size: 4
seed: 42
distributed_type: multi-GPU
num_devices: 8
gradient_accumulation_steps: 32
total_train_batch_size: 1024
total_eval_batch_size: 32
optimizer: Use OptimizerNames.ADAMW_TORCH with betas=(0.9,0.98) and epsilon=1e-07 and optimizer_args=No additional optimizer arguments
lr_scheduler_type: linear
lr_scheduler_warmup_ratio: 0.1
num_epochs: 1.0

Training results

Training Loss	Epoch	Step	Validation Loss
77.1054	0.1234	500	2.4118
75.8158	0.2468	1000	2.3831
73.7255	0.3702	1500	2.3254
73.1189	0.4936	2000	2.2686
72.5825	0.6170	2500	2.2089
69.4903	0.7404	3000	2.1620
66.1489	0.8638	3500	2.1251
67.4716	0.9872	4000	2.0955