Text Classification
Transformers
PyTorch
TensorFlow
JAX
Safetensors
English
bert
emotion
Eval Results (legacy)
text-embeddings-inference
Instructions to use bhadresh-savani/bert-base-uncased-emotion with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use bhadresh-savani/bert-base-uncased-emotion with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("text-classification", model="bhadresh-savani/bert-base-uncased-emotion")# pip install -U transformers accelerate # Load model directly from transformers import AutoTokenizer, AutoModelForSequenceClassification tokenizer = AutoTokenizer.from_pretrained("bhadresh-savani/bert-base-uncased-emotion") model = AutoModelForSequenceClassification.from_pretrained("bhadresh-savani/bert-base-uncased-emotion", device_map="auto") - Inference
- Notebooks
- Google Colab
- Kaggle
Commit ·
b736ec6
1
Parent(s): 6d28ee7
Update README.md
Browse files
README.md
CHANGED
|
@@ -28,7 +28,8 @@ metrics:
|
|
| 28 |
| --- | --- | --- | --- |
|
| 29 |
| [Distilbert-base-uncased-emotion](https://huggingface.co/bhadresh-savani/distilbert-base-uncased-emotion) | 93.8 | 93.79 | 398.69 |
|
| 30 |
| [Bert-base-uncased-emotion](https://huggingface.co/bhadresh-savani/bert-base-uncased-emotion) | 94.05 | 94.06 | 190.152 |
|
| 31 |
-
| [Roberta-base](https://huggingface.co/bhadresh-savani/roberta-base-emotion) | 93.95 | 93.97| 195.639 |
|
|
|
|
| 32 |
|
| 33 |
## How to Use the model:
|
| 34 |
```python
|
|
|
|
| 28 |
| --- | --- | --- | --- |
|
| 29 |
| [Distilbert-base-uncased-emotion](https://huggingface.co/bhadresh-savani/distilbert-base-uncased-emotion) | 93.8 | 93.79 | 398.69 |
|
| 30 |
| [Bert-base-uncased-emotion](https://huggingface.co/bhadresh-savani/bert-base-uncased-emotion) | 94.05 | 94.06 | 190.152 |
|
| 31 |
+
| [Roberta-base-emotion](https://huggingface.co/bhadresh-savani/roberta-base-emotion) | 93.95 | 93.97| 195.639 |
|
| 32 |
+
| [Albert-base-v2-emotion](https://huggingface.co/bhadresh-savani/albert-base-v2-emotion) | 93.6 | 93.65 | 182.794 |
|
| 33 |
|
| 34 |
## How to Use the model:
|
| 35 |
```python
|