t5_recommendation_sports_equipment_english – AI Model by senthil3226w | AlphaNeural AI

You can deploy this model and start earning money today!

senthil3226w/
t5_recommendation_sports_equipment_english

like

0

text2text-generation

generated_from_trainer

text-generation-inference

endpoints_compatible

Views

No views yet

t5_recommendation_sports_equipment_english

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

Loss: 0.0041
Rouge1: 60.7713
Rouge2: 51.3468
Rougel: 60.7163
Rougelsum: 60.7713
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: 0.0001
train_batch_size: 4
eval_batch_size: 4
seed: 42
gradient_accumulation_steps: 4
total_train_batch_size: 16
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	Rouge1	Rouge2	Rougel	Rougelsum	Gen Len
No log	0.87	5	2.4551	23.4432	0.0	22.4697	22.5051	19.0
No log	1.87	10	1.3914	23.9260	0.0	23.6059	23.5801	18.5455
No log	2.87	15	0.4810	16.5095	0.0	13.8699	13.9495	18.0606
No log	3.87	20	0.0770	51.8016	35.3147	49.6567	49.6898	18.3636
No log	4.87	25	0.0333	59.8255	48.9510	59.0266	59.0083	19.0
No log	5.87	30	0.0190	60.7713	51.3468	60.7163	60.7713	19.0
No log	6.87	35	0.0118	60.7713	51.3468	60.7163	60.7713	19.0
No log	7.87	40	0.0102	60.7713	51.3468	60.7163	60.7713	19.0
No log	8.87	45	0.0063	60.7713	51.3468	60.7163	60.7713	19.0
No log	9.87	50	0.0041	60.7713	51.3468	60.7163	60.7713	19.0

Framework versions

Transformers 4.26.0
Pytorch 2.3.1+cu121
Datasets 2.8.0
Tokenizers 0.13.3