Beta
Explore
Marketplace
Neural Labs
Chat
Wallet
Docs
milyiyo_selectra-small-finetuned-amazon-review-finetuned-lora-tweet_eval_irony – AI Model by TransferGraph | AlphaNeural AI
You can deploy this model and start earning money today!
TransferGraph
/
milyiyo_selectra-small-finetuned-amazon-review-finetuned-lora-tweet_eval_irony
like
0
peft
safetensors
parquet
text-classification
tweet_eval
milyiyo/selectra-small-finetuned-amazon-review
adapter
apache-2.0
model-index
us
Views
No views yet
Model card
Files and Versions
Community
API
Deploy
milyiyo_selectra-small-finetuned-amazon-review-finetuned-lora-tweet_eval_irony
This model is a fine-tuned version of
milyiyo/selectra-small-finetuned-amazon-review
on the tweet_eval dataset. It achieves the following results on the evaluation set:
accuracy: 0.6063
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
0.4859
None
0
0.5560
0.6889
0
0.5853
0.6739
1
0.5812
0.6596
2
0.5759
0.6527
3
0.5770
0.6484
4
0.5927
0.6430
5
0.5885
0.6437
6
0.6063
0.6373
7
Framework versions
PEFT 0.8.2
Transformers 4.37.2
Pytorch 2.2.0
Datasets 2.16.1
Tokenizers 0.15.2
