t5_recommendation_sports_equipment_english – AI Model by jayavardhan31 | AlphaNeural AI

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jayavardhan31/
t5_recommendation_sports_equipment_english

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text2text-generation

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text-generation-inference

endpoints_compatible

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t5_recommendation_sports_equipment_english

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

Loss: 0.4517
Rouge1: 57.9365
Rouge2: 47.6190
Rougel: 57.4603
Rougelsum: 57.4603
Gen Len: 3.9048

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	0.96	6	6.7882	8.7668	0.9524	8.8278	8.8278	19.0
No log	1.96	12	2.3412	18.0952	0.0	18.5714	18.0952	3.2381
No log	2.96	18	0.8550	11.9048	4.7619	11.9048	11.9048	4.0
No log	3.96	24	0.7481	32.5397	4.7619	32.0635	32.2222	3.9048
No log	4.96	30	0.7208	21.3492	4.7619	21.2698	21.4286	3.6190
No log	5.96	36	0.6293	31.7460	23.8095	31.7460	31.7460	3.6667
No log	6.96	42	0.6203	42.8571	33.3333	43.1746	42.6190	3.9048
No log	7.96	48	0.6352	47.6190	33.3333	47.6190	47.6190	3.8095
No log	8.96	54	0.5334	52.6984	42.8571	52.3810	52.3810	3.9524
No log	9.96	60	0.4517	57.9365	47.6190	57.4603	57.4603	3.9048

Framework versions

Transformers 4.26.0
Pytorch 2.1.0+cu118
Datasets 2.8.0
Tokenizers 0.13.3