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Ksenia-Dmitrieva/
Corpus-C-opus-mt-en-fr-finetuned-en-to-fr

Name: Corpus-C-opus-mt-en-fr-finetuned-en-to-fr
Availability: InStock

Helsinki-NLP/opus-mt-en-fr

finetune

apache-2.0

endpoints_compatible

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This model was fine-tuned on a modified corpus of English-French chat translation texts from WMT24 Chat Shared Task.

Original model: Helsinki-NLP/opus-mt-en-fr

Training corpus: parallel training corpus of WMT texts with artificially created errors: 45% of the segments in the translation column in the corpus were replaced with translations into a language (Russian) other than translation language.

Training parameters:

training_args = Seq2SeqTrainingArguments(

f"TEST-{model_name}-finetuned-{source_lang}-to-{target_lang}",

report_to="none",

eval_strategy = "epoch",

save_strategy = "epoch"

learning_rate=1.278740919668083e-06,

per_device_train_batch_size=2,

per_device_eval_batch_size=2,

weight_decay=0.07280588826629236,

num_train_epochs=3,

warmup_steps=499

)

Model quality

Estimated average quality from model's translations of test set

BLEU: 47.9

ChrF++: 72.8

COMET: 90.5

COMET Kiwi: 84.3

Ksenia-Dmitrieva/Corpus-C-opus-mt-en-fr-finetuned-en-to-fr

Training parameters:

Model quality

Ksenia-Dmitrieva/
Corpus-C-opus-mt-en-fr-finetuned-en-to-fr