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Models2026-06-07 · source-backed
Nemotron 3 Ultra ships with post-training detail (MOPD warmup, MTP for speculative decoding) and a new Nemotron Coalition adding Nous, Prime Intellect, and hcompany. Perplexity made it available to Pro/Max users same-day, pitched for long-running agents. Source: NVIDIA via Latent Space NVIDIA's building an open-model ecosystem and a partner network, not just dropping checkpoints. The coalition is the part to watch.
Each link below shares sources, entities, or timing with this story.
NVIDIA launched Nemotron 3 Super — a 120B total / 12B active parameter hybrid Mamba-Transformer MoE, open, designed specifically for multi-agent workloads, and delivering 5x higher throughput than Nemotron 2 at the same active parameter count (NVIDIA Newsroom). It ships with a...
Re-architected PhysicsNeMo libraries and updated CUDA-X exposed as agent-ready tools, so engineering agents can invoke AI physics models, accelerated solvers and quantum chemistry directly instead of through bespoke wrappers. NVIDIA Research's ACE-RTL agent with Nemotron 3 Ult...
Cursor, Mistral AI, LangChain, Perplexity, Black Forest Labs jointly building Nemotron 4 (~500B) on DGX Cloud, releasing openly. Cursor's Day 1 partnership signals GPU-to-IDE vertical integration. Source ---
Nemotron-Terminal (arXiv:2602.21193, 66 HF upvotes) — First systematic study of data engineering for terminal/CLI agents. Terminal-Task-Gen pipeline with Dockerized environment interaction. Qwen3-initialized 8B model goes from 2.5% to 13.0% on Terminal-Bench 2.0. All checkpoin...
3B active parameters, beats Qwen3.5-35B-A3B on AIME 2025 (92.4 vs 91.9), LiveCodeBench v6 (87.2 vs 74.6), and surpasses the larger Nemotron-3-Super-120B. Available on Ollama and HuggingFace under open license. Source
On July 14, llama.cpp merged native support for Tencent's Hunyuan Hy3 architecture (PR #25395), a 295B-parameter, 21B-active MoE. Any recent master build can load it now. Community GGUF quants (Q2_K, IQ2_M, Q4_K_M) from AngelSlim and others already ship on Hugging Face, and so...
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