# Russian NLP

Spam Deberta V4
MIT
A Russian spam detection model based on the Deberta architecture, capable of classifying text as spam or non-spam.
Text Classification Transformers Other
S
RUSpam
8,274
7
Rubert Tiny2 Ru Go Emotions
MIT
A fine-tuned Russian multi-label emotion classification model based on RuBERT-tiny2, supporting 28 emotion categories recognition
Text Classification Transformers Other
R
r1char9
56
3
Ru Sum
Apache-2.0
A Russian text summarization model fine-tuned based on google/mt5-base, trained on approximately 50,000 samples, specializing in generating high-quality Russian summaries.
Text Generation Transformers Other
R
sarahai
130
2
Vikhr 7b 0.1
Apache-2.0
Vikhr is a Russian language model based on the Mistral architecture, undergoing three rounds of pre-training with 400 million tokens. It outperforms the original Mistral in Russian tasks but may have shortcomings in code processing.
Large Language Model Transformers Supports Multiple Languages
V
Vikhrmodels
259
57
Rut5 GEC
Apache-2.0
This model is an open-source model supporting the Russian language, released under the Apache-2.0 license.
Large Language Model Transformers Other
R
Askinkaty
84
1
FRED T5 Large
Apache-2.0
A Russian pre-trained language model based on the T5 architecture, employing a mixed training strategy with 7 denoisers similar to UL2, supporting various text generation tasks.
Large Language Model Transformers Other
F
ai-forever
998
25
Deberta V1 Base
Apache-2.0
DeBERTa-base is a pre-trained bidirectional encoder for Russian, mainly used for processing Russian text tasks.
Large Language Model Transformers Supports Multiple Languages
D
deepvk
160
8
Roberta Base
Apache-2.0
A bidirectional encoder model pretrained specifically for Russian language, trained on large-scale text corpora, supporting feature extraction tasks.
Large Language Model Transformers Supports Multiple Languages
R
deepvk
44
3
Ru Core News Lg
MIT
Large Russian NLP model provided by spaCy, optimized for CPU, featuring a complete NLP processing pipeline
Sequence Labeling Other
R
spacy
74
8
Rubert Conversational Cased Sentiment
This is a model for sentiment classification of Russian text, built on the ruBERT conversational embedder, capable of identifying neutral, positive, and negative sentiments.
Text Classification Transformers Other
R
MonoHime
55
0
Rubert Base Cased Sentiment New
Russian text sentiment classification model based on BERT architecture
Text Classification Transformers Other
R
MonoHime
1,749
19
Rubert Large
A Russian large language model pre-trained by SberDevices team, based on Transformer architecture with 427 million parameters and 30GB training data
Large Language Model Transformers Other
R
ai-forever
6,125
14
Stanza Ru
Apache-2.0
Stanza is a precise and efficient multilingual analysis toolkit that provides text analysis capabilities for Russian.
Sequence Labeling Other
S
stanfordnlp
6,089
4
Ru Core News Sm
MIT
spaCy's CPU-optimized Russian processing pipeline, including tokenization, part-of-speech tagging, dependency parsing, named entity recognition, and other features
Sequence Labeling Other
R
spacy
1,310
4
Ru Core News Md
MIT
CPU-optimized Russian processing pipeline including token classification, dependency parsing, named entity recognition and other NLP tasks
Sequence Labeling Other
R
spacy
25
3
Rubert Base Cased
RuBERT is a Russian BERT model trained on Russian Wikipedia and news data, with 180 million parameters, supporting masked language modeling and next sentence prediction tasks.
Large Language Model Other
R
DeepPavlov
275.78k
106
Distilbert Base Ru Cased
Apache-2.0
This is a compact version of the multilingual distilled BERT base model (case-sensitive), specifically optimized for Russian, capable of generating semantic representations identical to the original model while maintaining its accuracy.
Large Language Model Transformers Other
D
Geotrend
498
2
Rugpt3medium Sum Gazeta
Apache-2.0
Russian abstractive summarization model based on rugpt3medium_based_on_gpt2, specifically trained on the Gazeta dataset
Text Generation Transformers Other
R
IlyaGusev
1,228
4
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