Text Classification
Transformers
Safetensors
English
roberta
goemotions
emotion-classification
multi-label-classification
roberta-large
focal-loss
threshold-optimization
nlp
Eval Results (legacy)
text-embeddings-inference
Instructions to use AliceYin/goemotions-roberta-large-focal-sota with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use AliceYin/goemotions-roberta-large-focal-sota with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("text-classification", model="AliceYin/goemotions-roberta-large-focal-sota")# Load model directly from transformers import AutoTokenizer, AutoModelForSequenceClassification tokenizer = AutoTokenizer.from_pretrained("AliceYin/goemotions-roberta-large-focal-sota") model = AutoModelForSequenceClassification.from_pretrained("AliceYin/goemotions-roberta-large-focal-sota") - Notebooks
- Google Colab
- Kaggle
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| "dataset": { | |
| "config": "simplified", | |
| "name": "google-research-datasets/go_emotions", | |
| "test_rows": 5427, | |
| "train_rows": 43410, | |
| "validation_rows": 5426 | |
| }, | |
| "device": { | |
| "cuda_available": true, | |
| "cuda_device": "Tesla T4", | |
| "mps_available": false, | |
| "torch": "2.10.0+cu128" | |
| }, | |
| "model_name": "FacebookAI/roberta-large", | |
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