Instructions to use Den4ikAI/rubert-tiny-squad with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use Den4ikAI/rubert-tiny-squad with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("question-answering", model="Den4ikAI/rubert-tiny-squad")# Load model directly from transformers import AutoTokenizer, AutoModelForPreTraining tokenizer = AutoTokenizer.from_pretrained("Den4ikAI/rubert-tiny-squad") model = AutoModelForPreTraining.from_pretrained("Den4ikAI/rubert-tiny-squad", device_map="auto") - Notebooks
- Google Colab
- Kaggle
обученный rubert от cointegrated/rubert-tiny2.
размер выборки - 4.
Эпохи - 16.
from transformers import pipeline
qa_pipeline = pipeline(
"question-answering",
model="Den4ikAI/rubert-tiny-squad",
tokenizer="Den4ikAI/rubert-tiny-squad"
)
predictions = qa_pipeline({
'context': "Пушкин родился 6 июля 1799 года",
'question': "Когда родился Пушкин?"
})
print(predictions)
# output:
#{'score': 0.9413797664642334, 'start': 15, 'end': 31, 'answer': '6 июля 1799 года'}
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