Instructions to use shuheng/squad_albert_xxl_finetuned with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use shuheng/squad_albert_xxl_finetuned with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("question-answering", model="shuheng/squad_albert_xxl_finetuned")# Load model directly from transformers import AutoTokenizer, AutoModelForQuestionAnswering tokenizer = AutoTokenizer.from_pretrained("shuheng/squad_albert_xxl_finetuned") model = AutoModelForQuestionAnswering.from_pretrained("shuheng/squad_albert_xxl_finetuned") - Notebooks
- Google Colab
- Kaggle
| { | |
| "epoch": 6.0, | |
| "eval_exact_match": 86.20624408703878, | |
| "eval_f1": 93.68689780009221, | |
| "eval_runtime": 564.5392, | |
| "eval_samples": 10808, | |
| "eval_samples_per_second": 19.145, | |
| "eval_steps_per_second": 2.393, | |
| "total_flos": 2.474149038337659e+17, | |
| "train_loss": 0.28699065291924597, | |
| "train_runtime": 82040.4271, | |
| "train_samples": 88638, | |
| "train_samples_per_second": 6.483, | |
| "train_steps_per_second": 0.203 | |
| } |