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README.md
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Overview:
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A fine-tuned Mistral-7B model using LoRA + Unsloth that acts as an AI career advisor.
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It analyzes resumes and provides personalized feedback, job role suggestions, and skill recommendations.
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---
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language: "en"
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license: "mit"
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tags:
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- mistral
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- lora
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- unsloth
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- career-coach
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- resume-analysis
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- fine-tuning
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- llm
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datasets:
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- UpdatedResumeDataSet
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- Dataset-Project-404
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model-index:
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- name: Resume & Career Coach LLM
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results:
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- task:
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type: text-generation
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name: Text Generation
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dataset:
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name: Career Coach Resume Dataset
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type: custom
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metrics:
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- name: qualitative_evaluation
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type: human
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value: "Consistent and context-aware feedback on resumes"
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---
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# Overview
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A fine-tuned Mistral-7B model using LoRA + Unsloth that acts as an AI career advisor.
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It analyzes resumes and provides personalized feedback, job role suggestions, and skill recommendations.
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## Training Details
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- **Base model:** unsloth/mistral-7b-instruct-v0.3-bnb-4bit
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- **Fine-tuning method:** LoRA (PEFT)
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- **Frameworks:** Unsloth, Transformers, TRL
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## Dataset
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- `UpdatedResumeDataSet.csv` — labeled resume data
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- `Dataset Project 404.xlsx` — multiple-intelligence career mapping
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## Features
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- Provides resume score and feedback
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- Suggests suitable job roles and upskilling paths
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- Lightweight 4-bit fine-tuned model for efficient inference
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## Intended Use
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This model is intended for educational and research purposes related to AI-driven career guidance systems.
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## License
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MIT License
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Overview:
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A fine-tuned Mistral-7B model using LoRA + Unsloth that acts as an AI career advisor.
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It analyzes resumes and provides personalized feedback, job role suggestions, and skill recommendations.
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