Mental_health_response – AI Model by DaJulster | AlphaNeural AI

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DaJulster/
Mental_health_response

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text2text-generation

generated_from_trainer

google-t5/t5-base

text-generation-inference

endpoints_compatible

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Mental_health_response

This model is a fine-tuned version of google-t5/t5-base on the None dataset. It achieves the following results on the evaluation set:

Loss: 2.1482
Rouge1: 0.1071
Rouge2: 0.0265
Rougel: 0.0821
Rougelsum: 0.0823
Gen Len: 19.0

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: 0.002
train_batch_size: 4
eval_batch_size: 4
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 5
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss	Rouge1	Rouge2	Rougel	Rougelsum	Gen Len
2.3526	1.0	658	2.7749	0.089	0.0141	0.0707	0.0707	19.0
2.0919	2.0	1316	2.5361	0.1003	0.0202	0.0777	0.0778	19.0
2.1006	3.0	1974	2.3129	0.1084	0.0209	0.0807	0.0808	19.0
1.3701	4.0	2632	2.2004	0.1025	0.0213	0.0779	0.078	19.0
1.0634	5.0	3290	2.1482	0.1071	0.0265	0.0821	0.0823	19.0

Framework versions

Transformers 4.38.2
Pytorch 2.1.2
Datasets 2.1.0
Tokenizers 0.15.2