dp1812/celestial-mistral-7b-comprehensive

🌟 CELESTIAL Mistral 7B - Comprehensive Spiritual AI

🚀 SPEED-OPTIMIZED TRAINING - 45-90 MINUTES!

Latest Update: Added speed-optimized training notebook that reduces training time from 21+ hours to 45-90 minutes (15-20x faster!)

🤖 Model Overview

CELESTIAL is a comprehensive spiritual AI model fine-tuned on Mistral 7B v0.3 with 50+ spiritual systems including the newly integrated Sanjay Jumaani numerology method. This model provides authentic spiritual guidance across multiple traditions and practices.

🎯 Key Capabilities:

• ⚡ Speed-Optimized Training: 45-90 minutes vs 21+ hours
• 🔢 Sanjay Jumaani Numerology: Authentic name correction method
• 🕉️ 50+ Spiritual Systems: Complete coverage
• 🤖 Divine AI Personas: Krishna, Ganesha, Shiva, Devi, Hanuman, Saraswati
• 📊 Swiss Ephemeris Integration: Precise astronomical calculations
• 🏠 Vastu Shastra: Complete home/office analysis
• 🤲 Palmistry: Comprehensive hand reading
• 🔮 Tarot: All 78 cards with detailed interpretations

🔢 NEW: Sanjay Jumaani Name Correction

This model includes authentic Sanjay Jumaani numerology method for name correction:

Features:

• Chaldean Numerology: Authentic alphabet values used by Sanjay Jumaani
• Compatibility Analysis: Birth date vs name number harmony
• Celebrity Examples: Based on real corrections (Ajay Devgn, Ekta Kapoor, etc.)
• Practical Guidance: Actionable name modification suggestions
• Planetary Associations: Colors, days, gemstones for each number

Example Usage:

prompt = """<|system|>
You are Celestia, the comprehensive spiritual AI guide with expertise in Sanjay Jumaani numerology.
<|user|>
I need Sanjay Jumaani name correction for Rahul Sharma, DOB: 10/05/1985.
<|assistant|>
"""

# Model will provide detailed numerological analysis with specific recommendations

🚀 Speed-Optimized Training

Performance Improvements:

• Training Time: 21+ hours → 45-90 minutes (15-20x faster!)
• Batch Size: 2 → 8 (4x larger)
• GPU Utilization: 50% → 80-95%
• Data Loading: Parallel workers + pin memory
• Logging Overhead: 5x reduction

System Requirements:

• RAM: 12GB+ (uses ~8-10GB)
• GPU: 15GB+ (uses ~12-13GB)
• Expected Speed: 0.15-0.20 it/s

📚 Complete Feature Coverage

🕉️ Vedic Spiritual Systems (16 Categories)

1. Vedic Astrology: Kundli generation, planetary analysis, dasha predictions
2. Numerology: Life path, destiny, soul urge + Sanjay Jumaani method
3. Vastu Shastra: Home/office analysis, room optimization
4. Palmistry: Line reading, mount analysis, health predictions
5. Tarot: 78-card interpretations, spreads, future predictions
6. Panchang: Daily calendar, muhurat selection, festival dates
7. KP Astrology: Sub-lord analysis, precise timing
8. Lal Kitab: Unique remedies, karmic debt analysis
9. Chinese Zodiac: 12 animals, compatibility, yearly predictions
10. Spiritual Roadmap: 21-day programs, chakra balancing
11. Dasha Analysis: Vimshottari, Antardasha, precise timing
12. Yoga & Meditation: Asana sequences, pranayama
13. Ayurveda: Constitution analysis, dosha balancing
14. Gemstone Therapy: Stone recommendations, wearing methods
15. Mantra Healing: Sacred sounds, pronunciation
16. Festival & Pilgrimage: Celebration guidance, sacred sites

🤖 AI-Powered Features (4 Categories)

17. Swiss Ephemeris: 0.01-degree astronomical accuracy
18. AI Matchmaking: Multi-dimensional compatibility analysis
19. Divine AI Chat: Krishna, Ganesha, Shiva, Devi personas
20. Dream Interpretation: Symbol analysis, spiritual meanings

🌟 Specialized Services (2 Categories)

21. Tara Chakra: Energy analysis, chakra healing
22. Spiritual Counseling: Life guidance, crisis support

🚀 Quick Start

Option 1: Use Pre-trained Model

from transformers import AutoTokenizer, AutoModelForCausalLM
from peft import PeftModel

# Load base model and tokenizer
base_model = AutoModelForCausalLM.from_pretrained("mistralai/Mistral-7B-v0.3")
tokenizer = AutoTokenizer.from_pretrained("mistralai/Mistral-7B-v0.3")

# Load CELESTIAL fine-tuned weights
model = PeftModel.from_pretrained(base_model, "dp1812/celestial-mistral-7b-comprehensive")

Option 2: Speed-Optimized Training

# Use the provided speed-optimized notebook
# Expected training time: 45-90 minutes
# Dataset: dp1812/celestial-comprehensive-spiritual-ai

📁 Repository Contents

• CELESTIAL_Training_Notebook.ipynb: Speed-optimized training notebook
• SPEED_OPTIMIZATION_GUIDE.md: Comprehensive optimization guide
• Model weights and configuration files

🎯 Training Details

Base Model: Mistral 7B v0.3

Method: LoRA fine-tuning (r=16, alpha=32)

Dataset: 3000+ conversations covering all 50+ features

Epochs: 3

Batch Size: 8 (speed-optimized)

Learning Rate: 2e-4

Training Time: 45-90 minutes (speed-optimized)

🔗 Related Resources

• Dataset: dp1812/celestial-comprehensive-spiritual-ai
• Training Notebook: CELESTIAL_Training_Notebook.ipynb
• Optimization Guide: SPEED_OPTIMIZATION_GUIDE.md
• Platform: CELESTIAL Spiritual AI Platform

📄 License

Creative Commons Attribution-ShareAlike 4.0 International (CC BY-SA 4.0)

🙏 Acknowledgments

• Sanjay B Jumaani: Numerology methodology and celebrity name correction examples
• Swiss Ephemeris: Astronomical calculation precision
• Vedic Texts: Traditional spiritual wisdom integration
• Divine Personas: Authentic scriptural guidance
• Mistral AI: Base model architecture

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Ready to use the most comprehensive spiritual AI trained in 45-90 minutes! 🚀