How to use from the
Use from the
Transformers library
# Use a pipeline as a high-level helper
# Warning: Pipeline type "question-answering" is no longer supported in transformers v5.
# You must load the model directly (see below) or downgrade to v4.x with:
# pip install "transformers<5.0.0"
from transformers import pipeline

pipe = pipeline("question-answering", model="blackhole33/ExtractQuestionAnswer")
# pip install -U transformers accelerate
# Load model directly
from transformers import AutoTokenizer, AutoModelForQuestionAnswering

tokenizer = AutoTokenizer.from_pretrained("blackhole33/ExtractQuestionAnswer")
model = AutoModelForQuestionAnswering.from_pretrained("blackhole33/ExtractQuestionAnswer", device_map="auto")
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Model description

ExtractQuestionAnswer model bu open-source modellardan olindi, asosiy maqsat dataset taxlash uchun ishlatiladi. Foydalanuvchilar bemalol kunlik tasklarni bajarish uchun ishlatsa bo'ladi, va Space workspace ham mavjud.

Keyinchlik kuchli va Abstract model ishlab chiqarish uchun ishlatiladi. Dataset ko'rinishi: SQUAD kabi bo'adi.

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