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