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Update README.md

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@@ -63,4 +63,35 @@ pipeline_tag: token-classification
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  | `ENTS_P` | 95.98 |
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  | `ENTS_R` | 96.22 |
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  | `TOK2VEC_LOSS` | 219378.28 |
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- | `NER_LOSS` | 68755.91 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  | `ENTS_P` | 95.98 |
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  | `ENTS_R` | 96.22 |
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  | `TOK2VEC_LOSS` | 219378.28 |
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+ | `NER_LOSS` | 68755.91 |
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+
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+ ## Usage
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+ ### Presequities
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+ Install spaCy library
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+ ```bash
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+ pip install spacy
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+ ```
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+
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+ Install Transformers library
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+ ```bash
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+ pip install transformers
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+ ```
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+
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+ Download the model
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+ ```bash
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+ pip install https://huggingface.co/ychafiqui/fr_job_info_extr_fr/resolve/main/fr_job_info_extr_fr-any-py3-none-any.whl
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+ ```
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+
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+ ### Load the model
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+ ```python
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+ import spacy
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+ nlp = spacy.load("fr_job_info_extr_fr")
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+ ```
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+
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+ ### Inference using the model
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+ ```python
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+ doc = nlp('put your job description here')
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+
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+ for ent in doc.ents:
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+ print(ent.text, "-", ent.label_)
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+ ```