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Nomic Ai Nomic Embed Code GGUF

Developed by bartowski
This is the quantized version of the nomic-ai/nomic-embed-code model, using llama.cpp for imatrix quantization, suitable for code embedding and feature extraction tasks.
Downloads 2,109
Release Time : 5/7/2025

Model Overview

This model focuses on code embedding and feature extraction, supports multiple programming languages, and is suitable for tasks such as code similarity calculation and code search.

Model Features

Multiple Quantization Options
Offers various quantization options from BF16 to Q2_K to meet different hardware and performance needs.
Code Embedding Optimization
Specially optimized for code embedding tasks, supporting multiple programming languages.
High Performance
Uses imatrix quantization technology to reduce model size while maintaining high precision.

Model Capabilities

Code embedding
Feature extraction
Sentence similarity calculation
Code search

Use Cases

Code Analysis
Code Similarity Detection
Compare the similarity between two code segments for plagiarism detection or code reuse analysis.
Code Search
Search for relevant code snippets based on natural language queries.
Development Tools
IDE Plugin
Integrate into development environments to provide code completion and documentation hints.
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