https://github.com/aneeshpatne/resume.ai-

AI Assistant using LoRA-fine-tuned LLAMA 3.2, trained on my resume to answer questions about my professional background and experience.
https://github.com/aneeshpatne/resume.ai-

ai chatbot llama3 llm lora nlp

Last synced: 11 days ago
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AI Assistant using LoRA-fine-tuned LLAMA 3.2, trained on my resume to answer questions about my professional background and experience.

• Host: GitHub
• URL: https://github.com/aneeshpatne/resume.ai-
• Owner: aneeshpatne
• Created: 2024-12-11T11:04:13.000Z (about 1 month ago)
• Default Branch: main
• Last Pushed: 2025-01-05T08:20:31.000Z (11 days ago)
• Last Synced: 2025-01-05T09:22:39.585Z (11 days ago)
• Topics: ai, chatbot, llama3, llm, lora, nlp
• Language: Python
• Homepage:
• Size: 27.6 MB
• Stars: 2
• Watchers: 2
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# Resume.AI 

A project to fine-tune the LLAMA 3.2 1B model to create an interactive resume chatbot capable of engaging in professional conversations.

## Overview

This project leverages the LLAMA 3.2 1B model to develop a personal resume chatbot. The chatbot is trained to answer questions about an individual’s professional experience, skills, and qualifications, serving as a modern, interactive way to present a resume. It provides users with a dynamic method to communicate their professional profile.

## Data Preparation

The training data consists of carefully crafted prompt-response pairs that simulate professional conversations about resume content. These prompts were generated to cover various aspects of professional experience, including:

- Work history inquiries

- Skill-specific questions

- Educational background

- Project experiences

- Professional achievements

Each prompt was designed to maintain natural conversation flow while ensuring accurate representation of resume information.