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mbart-russian-grammar-corrector

MRNH / mbart-russian-grammar-corrector

Run on huggingface.co
huggingface.co
Total runs: 33
24-hour runs: 0
7-day runs: 5
30-day runs: 21
Model's Last Updated: August 19 2023
text-generation

Introduction of mbart-russian-grammar-corrector

Model Details of mbart-russian-grammar-corrector

This is a fine-tuned version of Multilingual Bart trained in Russian for Grammatical Error Correction.

To initialize the model: 

from transformers import MBartForConditionalGeneration, MBart50TokenizerFast
model = MBartForConditionalGeneration.from_pretrained("MRNH/mbart-russian-grammar-corrector")

To use the tokenizer: 

tokenizer = MBart50TokenizerFast.from_pretrained("MRNH/mbart-russian-grammar-corrector", src_lang="ru_RU", tgt_lang="ru_RU")
input = tokenizer("I was here yesterday to studying",text_target="I was here yesterday to study", return_tensors='pt')

To generate text using the model: 

output = model.generate(input["input_ids"],attention_mask=input["attention_mask"],forced_bos_token_id=tokenizer_it.lang_code_to_id["ru_RU"])

Training of the model is performed using the following loss computation based on the hidden state output h: 

h.logits, h.loss = model(input_ids=input["input_ids"],
                                              attention_mask=input["attention_mask"],
                                              labels=input["labels"])

Runs of MRNH mbart-russian-grammar-corrector on huggingface.co

33
Total runs
0
24-hour runs
1
3-day runs
5
7-day runs
21
30-day runs

More Information About mbart-russian-grammar-corrector huggingface.co Model

mbart-russian-grammar-corrector huggingface.co

mbart-russian-grammar-corrector huggingface.co is an AI model on huggingface.co that provides mbart-russian-grammar-corrector's model effect (), which can be used instantly with this MRNH mbart-russian-grammar-corrector model. huggingface.co supports a free trial of the mbart-russian-grammar-corrector model, and also provides paid use of the mbart-russian-grammar-corrector. Support call mbart-russian-grammar-corrector model through api, including Node.js, Python, http.

mbart-russian-grammar-corrector huggingface.co Url

https://huggingface.co/MRNH/mbart-russian-grammar-corrector

MRNH mbart-russian-grammar-corrector online free

mbart-russian-grammar-corrector huggingface.co is an online trial and call api platform, which integrates mbart-russian-grammar-corrector's modeling effects, including api services, and provides a free online trial of mbart-russian-grammar-corrector, you can try mbart-russian-grammar-corrector online for free by clicking the link below.

MRNH mbart-russian-grammar-corrector online free url in huggingface.co:

https://huggingface.co/MRNH/mbart-russian-grammar-corrector

mbart-russian-grammar-corrector install

mbart-russian-grammar-corrector is an open source model from GitHub that offers a free installation service, and any user can find mbart-russian-grammar-corrector on GitHub to install. At the same time, huggingface.co provides the effect of mbart-russian-grammar-corrector install, users can directly use mbart-russian-grammar-corrector installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

mbart-russian-grammar-corrector install url in huggingface.co:

https://huggingface.co/MRNH/mbart-russian-grammar-corrector

Url of mbart-russian-grammar-corrector

mbart-russian-grammar-corrector huggingface.co Url

Provider of mbart-russian-grammar-corrector huggingface.co

MRNH
ORGANIZATIONS
huggingface.co

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