furina_seed42_eng_amh_hau_latin_2e-05 – AI Model by Shijia | AlphaNeural AI

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Shijia/
furina_seed42_eng_amh_hau_latin_2e-05

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text-classification

generated_from_trainer

yihongLiu/furina

autotrain_compatible

endpoints_compatible

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furina_seed42_eng_amh_hau_latin_2e-05

This model is a fine-tuned version of yihongLiu/furina on the None dataset. It achieves the following results on the evaluation set:

Loss: 0.0206
Spearman Corr: 0.7847

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-05
train_batch_size: 32
eval_batch_size: 128
seed: 42
gradient_accumulation_steps: 2
total_train_batch_size: 64
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 30
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss	Spearman Corr
No log	1.55	200	0.0268	0.6876
0.091	3.1	400	0.0215	0.7561
0.0258	4.65	600	0.0199	0.7798
0.0187	6.2	800	0.0210	0.7878
0.0187	7.75	1000	0.0213	0.7817
0.0148	9.3	1200	0.0238	0.7787
0.0126	10.85	1400	0.0203	0.7780
0.0102	12.4	1600	0.0207	0.7800
0.0088	13.95	1800	0.0206	0.7863
0.0088	15.5	2000	0.0223	0.7771
0.0079	17.05	2200	0.0206	0.7847

Framework versions

Transformers 4.37.2
Pytorch 2.1.0+cu121
Datasets 2.17.0
Tokenizers 0.15.2