distilroberta-base-rb156k-ep40-ep20 – AI Model by judy93536 | AlphaNeural AI

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distilroberta-base-rb156k-ep40-ep20

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judy93536/distilroberta-base-rb156k-ep40

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distilroberta-base-rb156k-ep40-ep20

This model is a fine-tuned version of judy93536/distilroberta-base-rb156k-ep40 on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 1.2474

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: 7.2115e-05
train_batch_size: 64
eval_batch_size: 64
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
lr_scheduler_warmup_ratio: 0.12
num_epochs: 20
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss
1.2935	1.0	8994	1.2797
1.3509	2.0	17988	1.3365
1.3999	3.0	26982	1.3657
1.3976	4.0	35976	1.3659
1.387	5.0	44970	1.3617
1.3782	6.0	53964	1.3531
1.3711	7.0	62958	1.3469
1.3527	8.0	71952	1.3389
1.3491	9.0	80946	1.3310
1.3418	10.0	89940	1.3199
1.3193	11.0	98934	1.3145
1.3077	12.0	107928	1.3033
1.294	13.0	116922	1.2984
1.2838	14.0	125916	1.2860
1.2735	15.0	134910	1.2784
1.2712	16.0	143904	1.2696
1.2485	17.0	152898	1.2655
1.2401	18.0	161892	1.2587
1.2335	19.0	170886	1.2481
1.2303	20.0	179880	1.2479

Framework versions

Transformers 4.35.0
Pytorch 2.1.0+cu118
Datasets 2.14.6
Tokenizers 0.14.1