Beta
Explore
Marketplace
Neural Labs
Chat
Wallet
Docs
Alassea_glue_sst_classifier-finetuned-lora-tweet_eval_irony – AI Model by TransferGraph | AlphaNeural AI
You can deploy this model and start earning money today!
TransferGraph
/
Alassea_glue_sst_classifier-finetuned-lora-tweet_eval_irony
like
0
peft
safetensors
parquet
text-classification
tweet_eval
Alassea/glue_sst_classifier
adapter
apache-2.0
model-index
us
Views
No views yet
Model card
Files and Versions
Community
API
Deploy
Alassea_glue_sst_classifier-finetuned-lora-tweet_eval_irony
This model is a fine-tuned version of
Alassea/glue_sst_classifier
on the tweet_eval dataset. It achieves the following results on the evaluation set:
accuracy: 0.6649
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: 0.0005
train_batch_size: 32
eval_batch_size: 32
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 8
Training results
accuracy
train_loss
epoch
0.5497
None
0
0.6147
0.7077
0
0.6408
0.6572
1
0.6482
0.6266
2
0.6492
0.6056
3
0.6482
0.5837
4
0.6586
0.5657
5
0.6681
0.5516
6
0.6649
0.5471
7
Framework versions
PEFT 0.8.2
Transformers 4.37.2
Pytorch 2.2.0
Datasets 2.16.1
Tokenizers 0.15.2
