Text Classification
Transformers
Safetensors
PEFT
English
bert
lora
emotion
sentiment
Eval Results (legacy)
text-embeddings-inference
Instructions to use Shankarblr/bert-emotion-en with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use Shankarblr/bert-emotion-en with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("text-classification", model="Shankarblr/bert-emotion-en")# pip install -U transformers accelerate # Load model directly from transformers import AutoTokenizer, AutoModelForSequenceClassification tokenizer = AutoTokenizer.from_pretrained("Shankarblr/bert-emotion-en") model = AutoModelForSequenceClassification.from_pretrained("Shankarblr/bert-emotion-en", device_map="auto") - PEFT
How to use Shankarblr/bert-emotion-en with PEFT:
Task type is invalid.
- Notebooks
- Google Colab
- Kaggle
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