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Astronomy: Exploring Time and Space
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Explore key aspects of aligning LLMs, including data collection, prompt tuning, and workflow management for efficient fine-tuning and reinforcement learning with human feedback.
Explore advanced techniques for implementing traceability and observability in multi-step LLM systems, focusing on RAG systems and leveraging OpenTelemetry for deep insights.
Explore hybrid search combining keyword and vector methods for LLMs. Learn about metadata filtering, TF/IDF ranking, and advanced algorithms like k-NN and HNSW to enhance AI performance.
Explore practical considerations for building private RAG applications using open source and custom LLMs. Learn about OpenLLM, optimizing inference performance, and BentoML for seamless model integration.
Explore multimodal embedding models, cross-modal search, and MM-RAG techniques. Learn real-time cross-modal retrieval for enhanced decision-making using LLMs to reason over enterprise-level multimodal data.
Explore JSON-serializable configs for managing AI prompts and LLM settings, enabling version control, evaluation, and rapid prototyping in Generative AI app development.
Aprenda técnicas avançadas de fine-tuning de LLMs usando Hugging Face SFT, incluindo instrução, preparação de dados, quantização e otimização com PEFT e LoRA para tarefas especÃficas.
Explore LLM benchmark evaluation methods, popular metrics, and critical assessment techniques to understand model strengths and limitations in AI performance comparisons.
Explore orchestrating RAG pipelines, addressing challenges in scaling AI applications to billions of documents. Learn about retrieval strategies, Canopy's solutions, and Pinecone's role in enhancing AI efficiency.
Explore LLM evaluation methodologies, including hallucination detection and golden set structuring. Live demo of Deepchecks' new module for robust LLM performance assessment.
Explora desafÃos de seguridad, privacidad y protección en aplicaciones de IA y LLM en producción. Aprende escenarios de ataque, medidas de mitigación y mejores prácticas para mantener la integridad.
Explore advanced RAG concepts: chunking for efficient retrieval, embeddings for text representation, and vector databases for optimized storage and retrieval in LLM applications.
Explore best practices for LLM-based app development, covering design considerations, technical aspects of training, and deployment strategies for optimal performance and scalability.
Explora el potencial de los modelos de lenguaje de código abierto: comparación con opciones propietarias, aspectos económicos, evaluación de rendimiento y demostración práctica de ajuste fino.
Explore MLFlow for LLMs, Vector Databases, RAG strategies, and prompt evaluation techniques to optimize your LLMOps architecture for efficient management and deployment of large language models.
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