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sarasarasara/
hubert-base-ls960-finetuned-ie-finetuned-bmd-V1-20241110_122026-LOSO-section-out1

Name: hubert-base-ls960-finetuned-ie-finetuned-bmd-V1-20241110_122026-LOSO-section-out1
Availability: InStock

generated_from_trainer

minoosh/hubert-base-ls960-finetuned-ie

finetune

apache-2.0

endpoints_compatible

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hubert-base-ls960-finetuned-ie-finetuned-bmd-V1-20241110_122026-LOSO-section-out1

This model is a fine-tuned version of minoosh/hubert-base-ls960-finetuned-ie on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 1.0535
Accuracy: 0.5172
F1: 0.5170

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: 8
eval_batch_size: 8
seed: 1968
gradient_accumulation_steps: 4
total_train_batch_size: 32
optimizer: Use adamw_torch with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
lr_scheduler_type: linear
lr_scheduler_warmup_ratio: 0.1
num_epochs: 15

Training results

Training Loss	Epoch	Step	Validation Loss	Accuracy	F1
No log	0.8571	3	1.0950	0.3793	0.3080
No log	2.0	7	1.0368	0.5862	0.4954
1.0818	2.8571	10	1.0912	0.3793	0.2891
1.0818	4.0	14	1.1516	0.2759	0.2156
1.0818	4.8571	17	1.1741	0.3103	0.2585
1.0362	6.0	21	1.1000	0.4483	0.4188
1.0362	6.8571	24	1.1781	0.4138	0.3508
1.0362	8.0	28	1.1275	0.4138	0.3034
0.9687	8.8571	31	1.1096	0.4483	0.4413
0.9687	10.0	35	1.0533	0.5172	0.5089
0.9687	10.8571	38	1.0434	0.5862	0.5839
0.8942	12.0	42	1.0420	0.5172	0.5252
0.8942	12.8571	45	1.0535	0.5172	0.5170

Framework versions

Transformers 4.46.2
Pytorch 2.5.0+cu121
Datasets 3.1.0
Tokenizers 0.20.3

sarasarasara/hubert-base-ls960-finetuned-ie-finetuned-bmd-V1-20241110_122026-LOSO-section-out1

hubert-base-ls960-finetuned-ie-finetuned-bmd-V1-20241110_122026-LOSO-section-out1

Model description

Intended uses & limitations

Training and evaluation data

Training procedure

Training hyperparameters

Training results

Framework versions

sarasarasara/
hubert-base-ls960-finetuned-ie-finetuned-bmd-V1-20241110_122026-LOSO-section-out1