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Old Zhang's AI Learning
Old Zhang's AI Learning
Apr 18, 2026 · Artificial Intelligence

NVIDIA Nemotron 3 Super: 7× Faster Than Qwen3.5 – Inside Hybrid Mamba‑Attention, LatentMoE, and MTP

NVIDIA’s Nemotron 3 Super, a 120.6 B‑parameter flagship model supporting 1 M‑token context, combines Hybrid Mamba‑Attention, LatentMoE, and Multi‑Token Prediction to achieve up to 7.5× higher inference throughput than Qwen3.5 while matching or surpassing its accuracy across a range of benchmarks.

Hybrid Mamba-AttentionLarge Language ModelLatentMoE
0 likes · 11 min read
NVIDIA Nemotron 3 Super: 7× Faster Than Qwen3.5 – Inside Hybrid Mamba‑Attention, LatentMoE, and MTP
Old Zhang's AI Learning
Old Zhang's AI Learning
Mar 27, 2026 · Artificial Intelligence

vLLM’s Four Major 2026 Updates: Semantic Router Athena, Nemotron 3 Super, P‑EAGLE, and Model Runner V2

The March 2026 vLLM release bundle introduces four substantial upgrades—Semantic Router v0.2 Athena, NVIDIA Nemotron 3 Super, the parallel speculative decoding P‑EAGLE, and a completely re‑architected Model Runner V2—each backed by concrete benchmarks, architectural diagrams, and code examples that demonstrate how the engine evolves from a pure inference engine to a full‑stack AI serving platform.

GPU accelerationModel Runner V2Nemotron-3-Super
0 likes · 17 min read
vLLM’s Four Major 2026 Updates: Semantic Router Athena, Nemotron 3 Super, P‑EAGLE, and Model Runner V2
SuanNi
SuanNi
Mar 14, 2026 · Artificial Intelligence

Nemotron 3 Super: How Nvidia’s Hybrid Mamba‑Transformer Beats Multi‑Agent Bottlenecks

Nvidia’s newly released Nemotron 3 Super combines a 120 billion‑parameter hybrid Mamba‑Transformer architecture with latent MoE routing, multi‑token prediction and native 4‑bit quantization on Blackwell GPUs, delivering up to five‑fold throughput, 85.6% accuracy on the PinchBench benchmark and fully open‑source weights, datasets and training recipes for large‑scale multi‑agent AI workloads.

4-bit quantizationHybrid ModelMulti-Agent AI
0 likes · 13 min read
Nemotron 3 Super: How Nvidia’s Hybrid Mamba‑Transformer Beats Multi‑Agent Bottlenecks
Old Zhang's AI Learning
Old Zhang's AI Learning
Mar 13, 2026 · Artificial Intelligence

Nvidia’s New OpenClaw‑Optimized Model Cracks Top‑5 on PinchBench – Free to Use

Nvidia’s open‑source Nemotron‑3‑Super model achieves an 85.6% success rate on the PinchBench OpenClaw benchmark, ranking in the top five (the only open‑source entry), and the article explains its architecture, quantization, training pipeline, performance numbers, usage options, and practical limitations.

AI coding agentMoENVFP4
0 likes · 10 min read
Nvidia’s New OpenClaw‑Optimized Model Cracks Top‑5 on PinchBench – Free to Use
Machine Learning Algorithms & Natural Language Processing
Machine Learning Algorithms & Natural Language Processing
Mar 12, 2026 · Artificial Intelligence

Nvidia’s Nemotron 3 Super Enters OpenClaw, Rivalling Opus 4.6

Nvidia unveiled the 120‑billion‑parameter Nemotron 3 Super, featuring a Mamba‑MoE hybrid architecture, LatentMoE routing, and Multi‑Token Prediction that together deliver up to 5× higher throughput and 3× faster inference, achieve 85.6% success on OpenClaw—matching Claude Opus 4.6 and GPT‑5.4—and set new records across Pinchbench, MMLU, SWE‑Bench, and other benchmarks, all while being fully open‑sourced with its training data and RL pipelines.

AI agentsLatentMoEMamba-MoE
0 likes · 14 min read
Nvidia’s Nemotron 3 Super Enters OpenClaw, Rivalling Opus 4.6
AI Explorer
AI Explorer
Mar 12, 2026 · Artificial Intelligence

Nvidia’s Open‑Source Nemotron 3 Super: Hybrid Mamba‑MoE Architecture Boosts Performance and Efficiency

Nvidia’s newly released open‑source 120‑billion‑parameter Nemotron 3 Super uses a hybrid Mamba‑MoE architecture that activates only a fraction of its parameters during inference, delivering up to 300 % faster inference while cutting costs, and its open‑source release aims to set new AI standards, influence ecosystem adoption, and spark a competition between architectural innovation and data quality.

AI ArchitectureMamba-MoENVIDIA
0 likes · 6 min read
Nvidia’s Open‑Source Nemotron 3 Super: Hybrid Mamba‑MoE Architecture Boosts Performance and Efficiency