Instructions to use howey/roberta-large-stsb with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use howey/roberta-large-stsb with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("text-classification", model="howey/roberta-large-stsb")# Load model directly from transformers import AutoTokenizer, AutoModelForSequenceClassification tokenizer = AutoTokenizer.from_pretrained("howey/roberta-large-stsb") model = AutoModelForSequenceClassification.from_pretrained("howey/roberta-large-stsb") - Notebooks
- Google Colab
- Kaggle
| { | |
| "epoch": 10.0, | |
| "eval_combined_score": 0.9176129988828224, | |
| "eval_loss": 0.37887582182884216, | |
| "eval_pearson": 0.9182197874531736, | |
| "eval_runtime": 7.8082, | |
| "eval_samples": 1500, | |
| "eval_samples_per_second": 192.107, | |
| "eval_spearmanr": 0.9170062103124713, | |
| "eval_steps_per_second": 3.074 | |
| } |