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Shakhovak/
flan-t5-xl-absa-rest

Name: flan-t5-xl-absa-rest
Availability: InStock

generated_from_trainer

ybelkada/flan-t5-xl-sharded-bf16

finetune

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flan-t5-xl-absa-rest

This model is a fine-tuned version of ybelkada/flan-t5-xl-sharded-bf16 on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 0.1480

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: 16
eval_batch_size: 16
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
lr_scheduler_warmup_ratio: 0.1
num_epochs: 12

Training results

Training Loss	Epoch	Step	Validation Loss
3.6478	0.9	200	0.9703
0.5623	1.8	400	0.2571
0.3339	2.7	600	0.2022
0.2858	3.6	800	0.1855
0.2566	4.5	1000	0.1839
0.2327	5.41	1200	0.1727
0.2158	6.31	1400	0.1580
0.2133	7.21	1600	0.1506
0.194	8.11	1800	0.1547
0.1933	9.01	2000	0.1496
0.1898	9.91	2200	0.1491
0.1823	10.81	2400	0.1499
0.1725	11.71	2600	0.1480

Framework versions

Transformers 4.38.2
Pytorch 2.2.1+cu121
Datasets 2.18.0
Tokenizers 0.15.2

Shakhovak/flan-t5-xl-absa-rest

flan-t5-xl-absa-rest

Model description

Intended uses & limitations

Training and evaluation data

Training procedure

Training hyperparameters

Training results

Framework versions

Shakhovak/
flan-t5-xl-absa-rest