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Defining multiple named server configurations for primary, replica, and shard databases.
Distinct from Read-Write Splitting: Distinct from Read-Write Splitting: focuses on the configuration of server groups for both read/write splitting and sharding, not just routing strategies.
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Sequel is a relational database toolkit for Ruby that provides object-relational mapping, a fluent SQL query builder, and schema migration capabilities. It maps database tables to Ruby classes with support for associations, validations, lifecycle hooks, and eager loading, offering a comprehensive ORM layer for building data-centric applications. Sequel distinguishes itself through a plugin-based extension architecture that allows composable customization of models, databases, and datasets without relying on deep inheritance hierarchies. It includes a thread-safe connection pool with support f
Defines multiple named server configurations for primary, replicas, and shards through a database option.
SLIME is a distributed reinforcement learning framework for large language model post-training that bridges Megatron training with SGLang inference servers. It orchestrates scalable RL loops across GPU clusters, decoupling training and inference into independent processes that communicate over HTTP and NCCL for independent scaling and fault tolerance. The system supports multi-agent reinforcement learning workflows with parallel agent instances, customizable rollout strategies, and personalized agent serving that improves models from prior conversations without disrupting API serving. The fra
Defines independent prefill and decode server groups with per-group GPU counts, tensor-parallel sizes, and SGLang overrides for production topologies.