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Phi 3 Mini 128k Instruct Graph

Developed by EmergentMethods
Phi-3-mini-128k-instruct-graph is a fine-tuned version of Microsoft's Phi-3-mini-128k-instruct, specifically designed for extracting entity relationships from general text data.
Downloads 117
Release Time : 7/20/2024

Model Overview

This model is designed to generate structured JSON data representing entity relationships in general text data, suitable for tasks such as information retrieval, trend analysis, and predictive modeling.

Model Features

Efficient entity relationship extraction
Specifically optimized for extracting entities and their relationships from text and generating structured JSON data.
Quality comparable to GPT-4
Achieves quality and accuracy comparable to GPT-4 in generating entity relationship graphs.
High-throughput processing
Optimally designed for processing large-scale text data to improve processing efficiency.

Model Capabilities

Entity recognition
Relationship extraction
Structured data generation
Large-scale text processing

Use Cases

Information retrieval
Enhanced text database retrieval
Enhance information retrieval capabilities in various text databases by extracting entity relationships.
Trend analysis
Advanced predictive modeling
Advanced predictive modeling for trend analysis of various text sources.
Content analysis
Document relationship exploration
Explore temporal relationships and evolving narratives in different types of documents.
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