flan-t5-small-medical_model_2 – AI Model by opelumen | AlphaNeural AI

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opelumen/
flan-t5-small-medical_model_2

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text2text-generation

generated_from_trainer

google/flan-t5-small

text-generation-inference

endpoints_compatible

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flan-t5-small-medical_model_2

This model is a fine-tuned version of google/flan-t5-small on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 1.9215
Rouge1: 0.1439
Rouge2: 0.0872
Rougel: 0.1311
Rougelsum: 0.1383

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: 5e-05
train_batch_size: 8
eval_batch_size: 8
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 5

Training results

Training Loss	Epoch	Step	Validation Loss	Rouge1	Rouge2	Rougel	Rougelsum
2.4473	1.0	1436	2.0780	0.1387	0.0818	0.1261	0.1332
2.2213	2.0	2872	1.9935	0.1431	0.0865	0.1304	0.1374
2.1841	3.0	4308	1.9510	0.1438	0.0871	0.1310	0.1381
2.1274	4.0	5744	1.9282	0.1443	0.0874	0.1315	0.1388
2.092	5.0	7180	1.9215	0.1439	0.0872	0.1311	0.1383

Framework versions

Transformers 4.37.2
Pytorch 2.1.0+cu121
Datasets 2.16.1
Tokenizers 0.15.1