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Building Multi-GPU AI Clusters
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Building Multi-GPU AI Clusters
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Turbo31150/README.md

License: MIT

🔮 ALKYMIA — Startup IA & Systèmes Distribués Souverains

Fondateur : Franck Delmas | Toulouse, France

Site LinkedIn

⚡ JARVIS OS — Infrastructure IA On-Premise

1 000+ agents autonomes · 6 machines · 12 GPUs · P95 18ms · 0€ cloud · Uptime 100%

Métrique Valeur
Agents simultanés 1 000+
Latence P95 18ms
Coût cloud 0€/mois
Lignes Python prod 280 741
Chaînes Domino 835
Commandes vocales Whisper 2 658 (<300ms)

🚀 Applications ALKYMIA

App Description
Phanesis Moteur de matching sémantique & graphe de connaissances
Pneuma Assistant IA vocal on-premise (STT/TTS souverain)
Quintessence Distillation & optimisation de modèles LLM
Athanor Forge de fine-tuning & pipeline RAG
Monad Orchestrateur de micro-agents autonomes

💼 Services ALKYMIA

  • 🖥️ Clusters LLM on-premise clé en main (vos données restent chez vous)
  • 🤖 Agents IA spécialisés : RAG, trading, automation métier
  • 🔌 Intégration MCP / API LLM dans vos workflows
  • 🎓 Formation & conseil : IA souveraine, LLMOps, architecture distribuée

🔧 Stack Technique

Python Docker Swarm CUDA LangChain PostgreSQL Redis FastAPI Whisper Ollama

106 repos · 280 741 lignes Python · 17 hackathons livrés

Pinned Loading

  1. Performance Analyzer - Hardware + Fi... Performance Analyzer - Hardware + FileSystem + Multi-IA Integration - MEGA_ORGANIZED method
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    # ═══════════════════════════════════════════════════════════════════════════════
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    # PERFORMANCE ANALYZER - Analyse + Maintenance + Optimisation
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    # ═══════════════════════════════════════════════════════════════════════════════
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    # Intégré au système Multi-IA
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    # Scan méthode MEGA_ORGANIZED
  2. APPEL API - UTILISATION MODEL SELECT... APPEL API - UTILISATION MODEL SELECTIONNEE ET OPTIONS ENTREE/SORTIE - Logique complète avec exemples OpenAI et Perplexity
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    # APPEL API - UTILISATION MODEL SELECTIONNEE ET OPTIONS ENTREE/SORTIE
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    ## LOGIQUE D'UTILISATION - GUIDE COMPLET
    
              
    
              
    
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    Ce document presente la logique complete pour utiliser les APIs OpenAI et Perplexity avec selection de modele et gestion des entrees/sorties.
    
              
    
          
    
    
    
  
    

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        Ponderation Dynamique Multi-IA V2 - ...  Ponderation Dynamique Multi-IA V2 - Formules Auto-Optimisees      
    

          
    
              
    
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    # PONDERATION DYNAMIQUE ENRICHIE
    
              
    
              
    
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    ## Formules Auto-Optimisees Multi-IA
    
              
    
              
    
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    ---
    
              
    
              
    
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        Machine Orchestrator - Auto-detect h...  Machine Orchestrator - Auto-detect hardware, adaptive allocation, performance optimization      
    

          
    
              
    
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    # ═══════════════════════════════════════════════════════════════════════════════
    
              
    
              
    
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    # ORCHESTRATOR - Analyse Materiel + Adaptation Automatique
    
              
    
              
    
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    # ═══════════════════════════════════════════════════════════════════════════════
    
              
    
              
    
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    # Detecte automatiquement: RAM, GPU, CPU
    
              
    
              
    
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    # Calcule allocations optimales
    
              
    
          
    
    
    
  
    

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        Script Test Distribution Massive Mul...  Script Test Distribution Massive Multi-IA      
    

          
    
              
    
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    #!/usr/bin/env python3
    
              
    
              
    
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    """
    
              
    
              
    
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    TEST DISTRIBUTION MASSIVE MULTI-IA
    
              
    
              
    
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    Mesure performances reelles et enrichit ponderations
    
              
    
              
    
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    """
    
              
    
          
    
    
    
  
    

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        Resultats Tests Massifs Distribution...  Resultats Tests Massifs Distribution Multi-IA      
    

          
    
              
    
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    # PONDERATION ENRICHIE - RESULTATS TESTS MASSIFS
    
              
    
              
    
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    # Date: 2025-11-27 19:07
    
              
    
              
    
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    # Tests: 8 executes
    
              
    
              
    
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