Beta
Explore
Marketplace
Neural Labs
Chat
Wallet
Docs
robertou2_roberta-base-bne-finetuned-amazon_reviews_multi-finetuned-lora-tweet_eval_hate – AI Model by TransferGraph | AlphaNeural AI
You can deploy this model and start earning money today!
TransferGraph
/
robertou2_roberta-base-bne-finetuned-amazon_reviews_multi-finetuned-lora-tweet_eval_hate
like
0
peft
safetensors
parquet
text-classification
tweet_eval
robertou2/roberta-base-bne-finetuned-amazon_reviews_multi
adapter
apache-2.0
model-index
us
Views
No views yet
Model card
Files and Versions
Community
API
Deploy
robertou2_roberta-base-bne-finetuned-amazon_reviews_multi-finetuned-lora-tweet_eval_hate
This model is a fine-tuned version of
robertou2/roberta-base-bne-finetuned-amazon_reviews_multi
on the tweet_eval dataset. It achieves the following results on the evaluation set:
accuracy: 0.723
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: 0.0004
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: 4
Training results
accuracy
train_loss
epoch
0.556
None
0
0.688
0.5840
0
0.709
0.5003
1
0.711
0.4647
2
0.723
0.4398
3
Framework versions
PEFT 0.8.2
Transformers 4.37.2
Pytorch 2.2.0
Datasets 2.16.1
Tokenizers 0.15.2
