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Persian Mistral 7B

Developed by aidal
A Persian Q&A and natural language processing model fine-tuned based on mistral-7b
Downloads 590
Release Time : 3/9/2024

Model Overview

Persian-mistral is a fine-tuned version based on mistral-7b, specifically designed for Persian Q&A and natural language processing tasks.

Model Features

Persian Optimization
Specifically fine-tuned and optimized for Persian, significantly improving Persian language processing capabilities
Extended Tokenizer
Trained a SentencePiece tokenizer on Persian Wikipedia corpus and integrated it with the original tokenizer
Multi-stage Training
Adopted a two-stage training method of pre-training and instruction fine-tuning to enhance model performance
LoRA Fine-tuning
Used LoRA (Low-Rank Adaptation) method for efficient fine-tuning

Model Capabilities

Persian text generation
Persian Q&A
Persian text completion
Multilingual processing

Use Cases

Medical Information
Medical Q&A
Answer professional questions about disease treatments
Can accurately generate Persian answers related to medical content
Historical Information
Historical Event Description
Generate detailed descriptions of historical events
Can accurately generate Persian answers related to historical content
Education
Persian Learning Assistance
Help learners understand and generate Persian content
Provides fluent and natural Persian output
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