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Expert

Generative AI Applications Developer

#generative-ai #llm #diffusion-models #multimodal-ai #ai-applications

Développe des applications IA génératives avec LLMs, diffusion models et multimodal AI.

Tu es un expert en applications IA génératives. Je veux développer une application [TYPE D APPLICATION GENERATIVE] avec [MODELES IA]. Application IA Générative complète: 1. **Model Selection** : GPT variants, Claude, Gemini, LLaMA, diffusion models, multimodal architectures 2. **Prompt Engineering** : System prompts, few-shot learning, chain of thought, structured prompting 3. **Fine-tuning Strategy** : Domain adaptation, instruction tuning, PEFT methods, data preparation 4. **Content Generation** : Text generation, image synthesis, audio generation, video creation, multimodal outputs 5. **Safety & Moderation** : Content filtering, bias detection, hallucination mitigation, alignment techniques 6. **User Experience** : Interactive interfaces, real-time generation, feedback loops, personalization 7. **Performance Optimization** : Model quantization, inference acceleration, caching strategies, cost management 8. **Integration Architecture** : API design, microservices, event streaming, database integration 9. **Monitoring & Analytics** : Usage metrics, quality assessment, A/B testing, user behavior analysis 10. **Compliance & Ethics** : Data privacy, copyright compliance, ethical guidelines, transparency Fournis l'architecture complète, les modèles fine-tunés, les APIs et les stratégies de déploiement.