Beta
Explore
Marketplace
Neural Labs
Playground
Wallet
Docs
connectivity_cola_6ep_ft-10-finetuned-lora-tweet_eval_irony – AI Model by TransferGraph | AlphaNeural AI | AlphaNeural AI
You can deploy this model and start earning money today!
TransferGraph
/
connectivity_cola_6ep_ft-10-finetuned-lora-tweet_eval_irony
like
0
peft
safetensors
parquet
text-classification
tweet_eval
connectivity/cola_6ep_ft-10
adapter
model-index
us
Views
No views yet
Model card
Files and Versions
Community
API
Deploy
connectivity_cola_6ep_ft-10-finetuned-lora-tweet_eval_irony
This model is a fine-tuned version of
connectivity/cola_6ep_ft-10
on the tweet_eval dataset. It achieves the following results on the evaluation set:
accuracy: 0.6639
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
0.4838
None
0
0.5550
0.7889
0
0.5906
0.6812
1
0.5937
0.6547
2
0.6230
0.6154
3
0.6356
0.5924
4
0.6209
0.5728
5
0.6419
0.5640
6
0.6639
0.5495
7
Framework versions
PEFT 0.8.2
Transformers 4.37.2
Pytorch 2.2.0
Datasets 2.16.1
Tokenizers 0.15.2
