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README.md
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| **MLSum** | **time (ms)** | **MCC (x100)** |
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| :--------------: | :-----------: | :------------: |
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| [cmarkea/distilcamembert-base-nli](https://huggingface.co/cmarkea/distilcamembert-base-nli) | **
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| [BaptisteDoyen/camembert-base-xnli](https://huggingface.co/BaptisteDoyen/camembert-base-xnli) |
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| [MoritzLaurer/mDeBERTa-v3-base-mnli-xnli](https://huggingface.co/MoritzLaurer/mDeBERTa-v3-base-mnli-xnli) |
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| **MLSum** | **time (ms)** | **MCC (x100)** |
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| :--------------: | :-----------: | :------------: |
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| [cmarkea/distilcamembert-base-nli](https://huggingface.co/cmarkea/distilcamembert-base-nli) | **261.99** | **60.12** |
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| [BaptisteDoyen/camembert-base-xnli](https://huggingface.co/BaptisteDoyen/camembert-base-xnli) | 499.45 | 60.14 |
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| [MoritzLaurer/mDeBERTa-v3-base-mnli-xnli](https://huggingface.co/MoritzLaurer/mDeBERTa-v3-base-mnli-xnli) | 591.34 | 56.06 |
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How to use DistilCamemBERT-Sentiment
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------------------------------------
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```python
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from transformers import pipeline
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classifier = pipeline(
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task='zero-shot-classification',
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model="cmarkea/distilcamembert-base-nli",
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tokenizer="cmarkea/distilcamembert-base-nli"
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)
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result = classifier (
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"Le style très cinéphile de Quentin Tarantino se reconnaît entre autres par sa narration postmoderne et non linéaire, ses dialogues travaillés souvent émaillés de références à la culture populaire, et ses scènes hautement esthétiques mais d'une violence extrême, inspirées de films d'exploitation, d'arts martiaux ou de western spaghetti.",
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candidate_labels="politique, science, sport, santé",
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hypothesis_template="Ce texte parle de {}."
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)
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result
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{"labels": [
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"cinéma",
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"technologie",
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"littérature",
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"politique"
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],
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"scores": [
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0.5172086954116821,
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0.2278652936220169,
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0.17426978051662445,
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0.08065623790025711
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]}
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```
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