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USER Bge M3 Q4 K M GGUF

Developed by cm4ker
This model is converted from deepvk/USER-bge-m3 to GGUF format, primarily used for sentence similarity calculation and feature extraction.
Downloads 117
Release Time : 8/19/2024

Model Overview

This is a GGUF format-based sentence embedding model suitable for Russian text sentence similarity calculation and feature extraction tasks.

Model Features

GGUF format optimization
Uses GGUF format for easy integration within the llama.cpp ecosystem
Russian language support
Sentence embedding model specifically optimized for Russian text
Quantized version
Provides Q4_K_M quantized version balancing precision and efficiency

Model Capabilities

Sentence similarity calculation
Text feature extraction
Russian text processing

Use Cases

Information retrieval
Similar document search
Find semantically similar documents in Russian document collections
Text clustering
Russian news classification
Classify Russian news based on content similarity
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