Hugging Face's logo

dp1812
/
celestial-mistral-7b-comprehensive

Text Generation
PEFT
English
spiritual-ai
astrology
vedic
numerology
sanjay-jumaani
mistral
lora
celestial
divine-ai
vastu
palmistry
tarot
speed-optimized
Model card Files
xet
Community
celestial-mistral-7b-comprehensive / README.md
dp1812's picture
dp1812
Update README with Sanjay Jumaani numerology, speed optimizations, and comprehensive feature list
3faf168 verified
preview code
|
raw
history blame contribute delete
6.37 kB
metadata
license: cc-by-sa-4.0
base_model: mistralai/Mistral-7B-v0.3
tags:
  - spiritual-ai
  - astrology
  - vedic
  - numerology
  - sanjay-jumaani
  - mistral
  - lora
  - peft
  - celestial
  - divine-ai
  - vastu
  - palmistry
  - tarot
  - speed-optimized
language:
  - en
pipeline_tag: text-generation

🌟 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)

  1. Swiss Ephemeris: 0.01-degree astronomical accuracy
  2. AI Matchmaking: Multi-dimensional compatibility analysis
  3. Divine AI Chat: Krishna, Ganesha, Shiva, Devi personas
  4. Dream Interpretation: Symbol analysis, spiritual meanings

🌟 Specialized Services (2 Categories)

  1. Tara Chakra: Energy analysis, chakra healing
  2. 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

📄 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

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