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Awesome GitHub RepositoriesLLM Serving Architectures
High-performance systems and engineering architectures designed to deploy and serve large language models at scale.
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Awesome LLM Serving Architectures GitHub Repositories
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- tensorflow/tensorflow
TensorFlow is a comprehensive machine learning framework designed for the construction, training, and deployment of complex mathematical models. It utilizes a graph-based execution model that represents operations as directed acyclic graphs, enabling automatic differentiation and efficient parallel processing. The syst
Deploys models into production environments to handle scalable requests while maintaining consistent inference latency.
C++deep-learningdeep-neural-networksdistributed - mlabonne/llm-course
This project is a comprehensive educational curriculum and engineering handbook focused on the lifecycle of large language models. It serves as a structured knowledge base for machine learning practitioners, covering the fundamental mathematical and architectural principles of transformer-based sequence modeling, as we
Architectural patterns for scaling model inference range from simple local setups to complex multi-GPU cluster configurations.
courselarge-language-modelsllm
