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CATIE-AQ/
french_paraphrase_flan-t5-base

Name: french_paraphrase_flan-t5-base
Rating: 2.5 (481 reviews)

tensorboard

safetensors

text-generation

CATIE-AQ/frenchPARAPHRASE

google/flan-t5-base

finetune

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Description

Google's flan-t5-base model finetuned on frenchPARAPHRASE dataset to generate paraphrases for French texts.

Scores on the test split of frenchPARAPHRASE:

Model	ROUGE-Lsum	ROUGE-L	ROUGE-2	ROUGE-1	ParaScore
CATIE-AQ/french_paraphrase_flan-t5-base	0.5772	0.5771	0.4423	0.6069	0.7561
CATIE-AQ/french_paraphrase_flan-t5-large	0.5887	0.5887	0.4752	0.6160	0.7590

Usage

from transformers import AutoTokenizer, AutoModelForSeq2SeqLM

tokenizer = AutoTokenizer.from_pretrained("CATIE-AQ/french_paraphrase_flan-t5-base")
model = AutoModelForSeq2SeqLM.from_pretrained("CATIE-AQ/french_paraphrase_flan-t5-base")