@PyTorch
LightSeek Foundation recently released Shepherd Model Gateway (SMG). It came out of a production bottleneck in LLM serving: CPU-bound work sitting on the critical path. Light Seek moved all non-GPU work into a Rust-based gateway, with a minimal gRPC boundary around inference. The project is developed and maintained by @lightseekorg. The result: up to 3.5× throughput in long-context scenarios. 🔗 More details in our latest blog: https://t.co/S4OzoakVBr #PyTorch #LightSeek #OpenSourceAI #ShepherdModelGateway