Beta
Explore
Marketplace
Neural Labs
Chat
Wallet
Docs
t5-small-ChnSentiCorp – AI Model by hupenc | AlphaNeural AI
You can deploy this model and start earning money today!
hupenc
/
t5-small-ChnSentiCorp
like
0
transformers
tensorboard
safetensors
t5
text2text-generation
generated_from_trainer
google-t5/t5-small
finetune
apache-2.0
text-generation-inference
endpoints_compatible
us
Views
No views yet
Model card
Files and Versions
Community
API
Deploy
t5-small-ChnSentiCorp
This model is a fine-tuned version of
google-t5/t5-small
on an unknown dataset. It achieves the following results on the evaluation set:
Loss: 0.3179
Accuracy: 0.6307
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
num_epochs: 6
Training results
Training Loss
Epoch
Step
Validation Loss
Accuracy
0.4951
1.0
552
0.3255
0.6033
0.3405
2.0
1104
0.3224
0.6081
0.332
3.0
1656
0.3244
0.6067
0.3285
4.0
2208
0.3179
0.6307
0.3248
5.0
2760
0.3195
0.6287
0.3203
6.0
3312
0.3194
0.6301
Framework versions
Transformers 4.37.2
Pytorch 2.1.2
Datasets 2.17.0
Tokenizers 0.15.1
