metadata
base_model: echarlaix/distilbert-base-uncased-distilled-squad-openvino
datasets:
- squad
language: en
license: apache-2.0
tags:
- openvino
- nncf
- 8-bit
widget:
- text: Which name is also used to describe the Amazon rainforest in English?
context: >-
The Amazon rainforest (Portuguese: Floresta Amazônica or Amazônia;
Spanish: Selva Amazónica, Amazonía or usually Amazonia; French: Forêt
amazonienne; Dutch: Amazoneregenwoud), also known in English as Amazonia
or the Amazon Jungle, is a moist broadleaf forest that covers most of the
Amazon basin of South America. This basin encompasses 7,000,000 square
kilometres (2,700,000 sq mi), of which 5,500,000 square kilometres
(2,100,000 sq mi) are covered by the rainforest. This region includes
territory belonging to nine nations. The majority of the forest is
contained within Brazil, with 60% of the rainforest, followed by Peru with
13%, Colombia with 10%, and with minor amounts in Venezuela, Ecuador,
Bolivia, Guyana, Suriname and French Guiana. States or departments in four
nations contain "Amazonas" in their names. The Amazon represents over half
of the planet's remaining rainforests, and comprises the largest and most
biodiverse tract of tropical rainforest in the world, with an estimated
390 billion individual trees divided into 16,000 species.
- text: How many square kilometers of rainforest is covered in the basin?
context: >-
The Amazon rainforest (Portuguese: Floresta Amazônica or Amazônia;
Spanish: Selva Amazónica, Amazonía or usually Amazonia; French: Forêt
amazonienne; Dutch: Amazoneregenwoud), also known in English as Amazonia
or the Amazon Jungle, is a moist broadleaf forest that covers most of the
Amazon basin of South America. This basin encompasses 7,000,000 square
kilometres (2,700,000 sq mi), of which 5,500,000 square kilometres
(2,100,000 sq mi) are covered by the rainforest. This region includes
territory belonging to nine nations. The majority of the forest is
contained within Brazil, with 60% of the rainforest, followed by Peru with
13%, Colombia with 10%, and with minor amounts in Venezuela, Ecuador,
Bolivia, Guyana, Suriname and French Guiana. States or departments in four
nations contain "Amazonas" in their names. The Amazon represents over half
of the planet's remaining rainforests, and comprises the largest and most
biodiverse tract of tropical rainforest in the world, with an estimated
390 billion individual trees divided into 16,000 species.
This model is a quantized version of echarlaix/distilbert-base-uncased-distilled-squad-openvino and is converted to the OpenVINO format. This model was obtained via the nncf-quantization space with optimum-intel.
First make sure you have optimum-intel installed:
pip install optimum[openvino]
To load your model you can do as follows:
from optimum.intel import OVModelForQuestionAnswering
model_id = "echarlaix/distilbert-base-uncased-distilled-squad-openvino-8bit"
model = OVModelForQuestionAnswering.from_pretrained(model_id)