You can deploy this model and start earning money today!

khilan-crest/
twitter-roberta-base-sentiment-latest_02122024T122721

Name: twitter-roberta-base-sentiment-latest_02122024T122721
Availability: InStock

Views

No views yet

twitter-roberta-base-sentiment-latest_02122024T122721

This model is a fine-tuned version of cardiffnlp/twitter-roberta-base-sentiment-latest on the None dataset. It achieves the following results on the evaluation set:

More information needed

More information needed

More information needed

The following hyperparameters were used during training:

learning_rate: 2e-05
train_batch_size: 8
eval_batch_size: 8
seed: 42
gradient_accumulation_steps: 2
total_train_batch_size: 16
optimizer: Use adamw_hf with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
lr_scheduler_type: cosine
lr_scheduler_warmup_steps: 200
num_epochs: 5
mixed_precision_training: Native AMP

Training Loss	Epoch	Step	Validation Loss	F1	Rate
No log	0.9955	110	1.5229	0.3512	0.0000
No log	2.0	221	1.0991	0.5848	0.0000
No log	2.9955	331	1.0535	0.6101	0.0000
No log	4.0	442	1.0401	0.6438	0.0000
1.1052	4.9774	550	1.0570	0.6413	0.0