all-distilroberta-finetuned-on-agent – AI Model by hjctty | AlphaNeural AI

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hjctty/
all-distilroberta-finetuned-on-agent

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text-classification

generated_from_trainer

sentence-transformers/all-distilroberta-v1

autotrain_compatible

endpoints_compatible

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all-distilroberta-finetuned-on-agent

This model is a fine-tuned version of sentence-transformers/all-distilroberta-v1 on the None dataset. It achieves the following results on the evaluation set:

Loss: 1.0841
Accuracy: 0.9333
F1: 0.9289

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: 6
eval_batch_size: 6
seed: 42
distributed_type: tpu
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 10

Training results

Training Loss	Epoch	Step	Validation Loss	Accuracy	F1
5.0075	1.0	30	4.3968	0.5	0.44
3.9817	2.0	60	3.4466	0.8333	0.8114
3.248	3.0	90	2.7491	0.8667	0.8470
2.6848	4.0	120	2.2106	0.8667	0.8470
2.2175	5.0	150	1.8139	0.9	0.8978
1.8263	6.0	180	1.5195	0.9	0.8978
1.6005	7.0	210	1.3236	0.9333	0.9289
1.4191	8.0	240	1.1857	0.9333	0.9289
1.3119	9.0	270	1.1092	0.9333	0.9289
1.2529	10.0	300	1.0841	0.9333	0.9289

Framework versions

Transformers 4.38.2
Pytorch 2.2.0+cu121
Datasets 2.18.0
Tokenizers 0.15.2