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
File size: 446 Bytes
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"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
} |