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Hugging Face
AI Dataset·2026
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Nemotron-Pretraining-Code-v3

NVIDIA Corporation

Metadata-only corpus of 146.3M new GitHub source-code files (commit_id, rel_path, language) intended as an incremental update to Nemotron v1/v2 for LLM code pretraining; CC-BY-4.0 licensed and designed to be used jointly with older versions.

#nvidia#huggingface#code#github#llm+4
AI Video Papers·2026
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SANA-Streaming: Real-time Streaming Video Editing with Hybrid Diffusion Transformer

Yuyang Zhao, Yicheng Pan +7

Enables real-time streaming video-to-video editing (1280×704 @24 FPS) on a single RTX 5090 GPU. Uses a Hybrid Diffusion Transformer for balanced local/global modeling, Cycle‑Reverse Regularization for temporal consistency, and system-level mixed-precision and fused kernels to maximize throughput.

#video#ai-video#vision#transformers#nvidia+2
Hugging Face
AI Model·2026
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Cosmos3-Super

NVIDIA

Generates and reasons about multimodal physical-world content—text, images, video, audio, and robot/action trajectories—conditioned on combinations of text, image, video and action inputs. The 64B “Super” variant targets Physical AI use cases and supports vLLM‑Omni, Diffusers, and action prediction.

#nvidia#huggingface#multimodal#robotics#ai-video+5
Computer Vision Papers·2026
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Cosmos 3: Omnimodal World Models for Physical AI

Aditi, Niket Agarwal +9

Omnimodal world model that jointly processes and generates text, images, video, audio, and action trajectories for physical AI. Uses a mixture-of-transformers to combine autoregressive reasoning and diffusion-based multimodal generation; released open-source with checkpoints, datasets and benchmarks for robotics and simulation.

#foundation-model#multimodal#video#image#robotics+4
Hugging Face
AI Dataset·2026
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Nemotron-Personas-El-Salvador

Rodrigo Malossi, Andre Manoel +9

Provides ~1M synthetic Salvadoran‑Spanish personas (148k records, ~300M tokens) grounded in 2024 census distributions for demographics, occupations and locations; intended for training/evaluating localized LLMs and synthetic-data workflows. CC BY 4.0, adults only.

#huggingface#nvidia#nlp#multilingual#llm+2
Hugging Face
AI Model·2026
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NVIDIA-Nemotron-3-Ultra-550B-A55B-BF16

NVIDIA Corporation

Open-weight frontier LLM for agentic reasoning and long-context analysis (up to 1M tokens). Uses a LatentMoE + Mamba-2 hybrid with Multi-Token Prediction and NVFP4 efficiency (550B total / 55B active). Suited for multilingual agents, RAG, and heavy tool-use workloads.

#nvidia#pytorch#transformers#LLM#multilingual+9
Hugging Face
AI Model·2026
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NVIDIA-Nemotron-3-Ultra-550B-A55B-NVFP4

NVIDIA

Multilingual frontier LLM optimized for long-context reasoning and agentic workflows, combining a LatentMoE (Mamba-2 + MoE) hybrid architecture with Multi-Token Prediction and NVFP4 quantization; targeted for NVIDIA GPU deployments and governed by the OpenMDW-1.1 license.

#nvidia#pytorch#transformers#LLM#multilingual+8
Hugging Face
AI Dataset·2026
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Nemotron-Personas-Vietnam

NVIDIA Corporation, FPT Smart Cloud +1

Provides 600,000 synthetic Vietnamese persona texts (100,000 records, 6 personas per record) aligned to Vietnam's 2024 census and surveys for training and evaluating NLP / text-generation models; includes 21 demographic and persona fields, CC BY 4.0, single train split.

#huggingface#nvidia#nlp#multilingual#llm+1
Hugging Face
AI Model·2026
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Nemotron-Labs-Audex-30B-A3B

Zhifeng Kong, Sang-gil Lee +18·NVIDIA

Adds discrete audio tokens and an audio encoder to a 30B MoE text LLM so a single model can perform ASR, speech translation, TTS, text-to-audio and speech-to-speech while preserving text reasoning and long-context capabilities; supports thinking/instruct modes and up to 1M-token context.

#nvidia#huggingface#transformers#vllm#llm+6
Hugging Face
AI Dataset·2026
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Nemotron-Personas-Belgium

Pieter Delobelle, Pierre-Carl Langlais +12·Pleias, NVIDIA Corporation +1

Provides 1.8M synthetic Belgian personas (1.2M records; 300k per language) in Dutch/French/German/English, grounded in Belgian census distributions to improve representativeness for LLM training and evaluation. Includes 23 persona and contextual fields, CC BY 4.0 license, produced with NeMo Data Designer.

#nvidia#huggingface#nlp#LLM#gemma+3
AI Video Papers·2026
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TurboServe: Serving Streaming Video Generation Efficiently and Economically

Youhe Jiang, Haoxu Wang +6·1Shanghai Jiao Tong University, 2Shengshu Technology +1

Serves interactive, long-lived streaming video-generation sessions by jointly scheduling session placement and GPU autoscaling to meet tight per-chunk latency. Combines migration-aware placement, load-driven autoscaling, coalesced chunk processing, GPU–CPU offloading and NCCL GPU–GPU migration; reports ~37% reductions in worst-case per-chunk latency and GPU operating cost.

#video#ai-video#ai-serving#ai-inference#mLOps+4
Hugging Face
AI Dataset·2026
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Nemotron-SFT-SWE-v3.5

NVIDIA

Provides agentic instruction‑tuning trajectories for software‑engineering tasks, formatted for supervised fine‑tuning and agent training. Contains multi‑file edits, tests, docs and structured agent traces (≈5,115 records, 1.9 GiB). Intended for commercial use; licensed CC‑BY 4.0 with additional permissive licenses.

#nvidia#huggingface#swe#software-engineering#coding-agents+6
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