Downloads · 30 days
6
2% of all-time downloads
Covid19_Tweets_SentimentAnaysis_Rorbeta
einnake/Covid19_Tweets_SentimentAnaysis_Rorbeta
Covid19_Tweets_SentimentAnaysis_Rorbeta is a text classification model from einnake. Use it when you need a label for a piece of text. It is set up for transformers.
should probably proofread and complete it, then remove this comment. --
All-time downloads
381
Public
Repo size
2 GB
Likes
0
Public
Repo makeup
Click a slice to open those files.
.bin499 MB · 99%
At a glance
- Task
- Text Classification
- Library
- transformers
- Model type
- roberta
- Access
- Public
- Created
- May 7, 2023
- Updated
- May 10, 2023
- SHA
- 50692bb0
Try a prompt
Model card
From the Hugging Face model README
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
should probably proofread and complete it, then remove this comment. -->
Covid19_Tweets_SentimentAnaysis_Rorbeta
This model is a fine-tuned version of cardiffnlp/twitter-roberta-base-sentiment-latest on an unknown dataset. It achieves the following results on the evaluation set:
- eval_loss: 0.5748
- eval_runtime: 60.9625
- eval_samples_per_second: 32.807
- eval_steps_per_second: 2.05
- step: 0
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: 2e-05
- train_batch_size: 16
- eval_batch_size: 16
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 3
Framework versions
- Transformers 4.28.1
- Pytorch 2.0.0+cu118
- Datasets 2.12.0
- Tokenizers 0.13.3
- Task
- Text Classification
- Library
- transformers
- Type
- roberta
- Created
- May 7, 2023
- Updated
- May 10, 2023