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README.md

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+---
+base_model: echarlaix/distilbert-base-uncased-distilled-squad-openvino
+datasets:
+- squad
+language: en
+license: apache-2.0
+tags:
+- openvino
+- openvino
+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`](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).
+
+First make sure you have `optimum-intel` installed:
+
+```bash
+pip install optimum[openvino]
+```
+
+To load your model you can do as follows:
+
+```python
+from optimum.intel import OVModelForQuestionAnswering
+
+model_id = "echarlaix/distilbert-base-uncased-distilled-squad-openvino-8bit"
+model = OVModelForQuestionAnswering.from_pretrained(model_id)
+```