R

Rugpt 3.5 13B

Developed by ai-forever
A 13-billion-parameter language model for Russian, pretrained on 300GB of multi-domain data with Russian perplexity around 8.8
Downloads 4,538
Release Time : 5/2/2023

Model Overview

Large Russian generative model supporting text generation, Q&A tasks, previously used to train GigaChat

Model Features

Large-scale Russian Training
Trained on 400GB of Russian multi-domain data (including code and legal documents)
Efficient Deduplication
Uses 64-bit hash deduplication and zlib4 compression ratio filtering to ensure data quality
Long Sequence Fine-tuning
Supports fine-tuning with 2048-token sequence length

Model Capabilities

Russian Text Generation
Poetry Composition
Technical Q&A
Historical Fact Query

Use Cases

Creative Writing
Poetry Generation
Generating Russian poems on programmer themes
Examples demonstrate humorous style poetry creation capability
Education
Scientific Concept Explanation
Explaining neural network principles in simple language
Can accurately output layman's explanations of technical concepts
Information Retrieval
Historical Event Query
Answering specific details about Gagarin's spaceflight
Can provide accurate historical event timelines and background information
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