# NVIDIA Releases Nemotron-Labs-3-Puzzle-75B-A9B: A Compressed Hybrid MoE LLM Delivering 2.03x Server Throughput at Matched User Throughput

> Source: <https://www.marktechpost.com/2026/07/09/nvidia-releases-nemotron-labs-3-puzzle-75b-a9b-a-compressed-hybrid-moe-llm-delivering-2-03x-server-throughput-at-matched-user-throughput/>
> Published: 2026-07-09 08:47:37+00:00

NVIDIA has released Nemotron-Labs-3-Puzzle-75B-A9B, a compressed variant of Nemotron-3-Super. Iterative Puzzle alternates hardware-aware structural compression with short knowledge distillation recovery phases. The model drops from 120.7B total / 12.8B active parameters to 75.3B / 9.3B. On a single 8xB200 node it delivers 2.03x Super's total throughput at 100 tok/s per user. On one H100, 1M-token concurrency rises from 1 request to 8.

The post [NVIDIA Releases Nemotron-Labs-3-Puzzle-75B-A9B: A Compressed Hybrid MoE LLM Delivering 2.03x Server Throughput at Matched User Throughput](https://www.marktechpost.com/2026/07/09/nvidia-releases-nemotron-labs-3-puzzle-75b-a9b-a-compressed-hybrid-moe-llm-delivering-2-03x-server-throughput-at-matched-user-throughput/) appeared first on [MarkTechPost](https://www.marktechpost.com).