metadata

language: en
tags:
  - llama
  - llama-3.1
  - llm
  - gguf
  - swot-analysis
  - business-analysis
  - question-generation
license: apache-2.0
datasets:
  - custom_swot_dataset
model-index:
  - name: Llama-3.1-8b-instruct-swot-questions
    results: []
base_model:
  - jsbaicenter/unsloth-llama3.1-8b-Instruct
pipeline_tag: text2text-generation

Llama 3.1 8B Instruct - SWOT Question Generator

Model Description

This model is a fine-tuned version of Llama 3.1 8B Instruct, specifically optimized for generating comprehensive questions for SWOT (Strengths, Weaknesses, Opportunities, Threats) analysis. The model has been trained to generate relevant, probing questions that help organizations conduct thorough SWOT analyses across various industries and business contexts.

Intended Use

Business consultants conducting SWOT analyses
Strategic planning teams
Business analysts
Management consultants
Students and educators in business studies
Entrepreneurs developing business plans

Training Details

Base Model

Original Model: Llama 3.1 8B Instruct
Architecture: Transformer-based LLM
Parameters: 8 billion
Original Training: General instruction following and conversation

Fine-tuning

Training Focus: SWOT analysis question generation
Training Data: Curated dataset of SWOT analyses and professional business analysis questions
Training Approach: Instruction fine-tuning with emphasis on business context understanding

Usage Examples

# Example prompt format
prompt = """
Generate relevant questions for conducting a SWOT analysis of [company/industry].
Focus on [specific aspect] if applicable.
"""

# Example usage
prompt = """
Generate relevant questions for conducting a SWOT analysis of a tech startup 
focusing on AI software development.
"""