AI Research Atlas

LPLB: linear-programming expert-parallel load balancer

DeepSeek · 19 November 2025

Early-stage open library that solves a small linear program per batch to rebalance MoE expert workload across GPUs, building on EPLB.

Reorders experts from workload statistics, adds replicas based on topology and computes optimal token assignment per batch. DeepSeek says performance gains are still under evaluation.

Date
Wednesday, 19 November 2025
Lab
DeepSeek
Kind
infra
Access
open weights

Date is GitHub repo creation (2025-11-19). Software, not model weights. README labels it early research.

Sources

  1. github.com/deepseek-ai/LPLB

This record was checked against its sources on 6 October 2026. How we check

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