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Hugging Face
AI Dataset·2026
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PhysicalAI-WorldModel-Synthetic-Digital-Human-Scenes (SDG-SynHuman)

NVIDIA Corporation

Large-scale synthetic video dataset of 236,937 1080p clips (≈5,841 hours) of digital humans with per-frame metric depth and camera parameters — built as a controllable supplement for world-model pretraining, camera-motion generalization, and geometry-aware physical-AI research.

#video#depth#nvidia#huggingface#ai-video+2
Hugging Face
AI Dataset·2026
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Nemotron-SFT-Math-v4

NVIDIA Corporation

Provides 545,431 math problems with model-generated solution traces (chain-of-thought and Python tool-integrated reasoning) verified against reference answers for training and evaluating LLM mathematical reasoning. Parquet-format dataset; DeepSeek‑V4‑Pro generated traces and mixed CC BY / CC BY‑SA licensing.

#nvidia#huggingface#math#reasoning#deepseek+4
Hugging Face
AI Dataset·2026
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PhysicalAI-WorldModel-Synthetic-Physical-Interaction-Scenes

NVIDIA Corporation

Large-scale synthetic video dataset of physically simulated multi-object interaction scenes for training and evaluating models on physical reasoning, depth and optical-flow estimation, instance segmentation, and physics-grounded captioning. Provides RGB + lossless depth, per-frame instance masks, per-object physics annotations (NPZ), VLM-grounded captions, and USD scene files — useful for world-model and simulation-to-real work; commercial use permitted.

#nvidia#huggingface#robotics#vision#video+5
GitHub
AI Infra·2026
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TokenSpeed

LightSeek Foundation

High-throughput LLM inference engine for agentic workloads, combining a local‑SPMD static compiler for parallelism, a C++ scheduler with a Python execution plane and type‑safe KV‑cache reuse, pluggable high-performance kernels (including an MLA implementation), and a low‑overhead AsyncLLM entrypoint for production GPU inference.

#llm#ai-inference#ai-serving#agent-skills#tensorrt+7
Hugging Face
AI Model·2026
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Nemotron 3.5 ASR

NVIDIA

Multilingual streaming ASR that transcribes 40 language-locales using a cache-aware FastConformer‑RNNT architecture. Supports language-ID prompting (or auto-detect), punctuation/capitalization, and configurable chunk sizes to trade latency vs. accuracy for production transcription and streaming voice agents.

#nvidia#huggingface#ASR#speech#multilingual+3
GitHub
AI Infra·2026
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Switchyard

NVIDIA Corporation, NVIDIA-NeMo

Routes LLM API traffic across providers by translating OpenAI, Anthropic, and OpenAI Responses formats, and orchestrates multi-backend routing with typed algorithms and Prometheus metrics. A Rust proxy/library offering launcher, standalone server, and embeddable routing components; experimental (pre-alpha).

#rust#llm#ai-serving#ai-api#ai-api-management+9
GitHub
AI Train·2026
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Cosmos-Framework

NVIDIA

End-to-end Python framework for training and serving NVIDIA's Cosmos world models (Cosmos3), integrating distributed training (FSDP/TP/CP/PP), DCP/safetensors checkpoints, dataset adapters, multiple inference backends, online serving, and agent skills.

#nvidia#ai-train#ai-serving#pytorch#cuda+8
Hugging Face
AI Model·2026
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NVIDIA Cosmos3-Super-Image2Video

NVIDIA

Generates temporally coherent MP4 videos from a single input image plus text instructions, with configurable resolution, frame count, and optional AAC audio. Optimized for NVIDIA GPU stacks and integrates with vLLM‑Omni and Hugging Face Diffusers for production inference and research workflows.

#nvidia#huggingface#diffusers#ai-video#video+5
Hugging Face
AI Model·2026
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Bonsai Image · Ternary 4B (gemlite 2-bit)

Prism ML (prism-ml)

A ternary-weight (~1.58-bit) 4B text-to-image diffusion transformer optimized for NVIDIA GPUs using Gemlite INT2 and HQQ; it reduces the transformer to ~1.21 GB (4.55 GB CUDA payload) and targets 1024×1024 generation with a 4-step FlowMatch-Euler sampler.

#huggingface#ai-image#image#nvidia#ai-inference+3
Hugging Face
AI Model·2026
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LocateAnything-3B

NVIDIA

Performs fast, high-quality vision–language grounding: given an image plus a natural-language prompt it returns bounding boxes or points for referred objects. Uses Parallel Box Decoding for parallel coordinate prediction (higher throughput) and targets research/non-commercial use.

#nvidia#vision#multimodal#transformers#huggingface+5
Hugging Face
AI Model·2026
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nvidia/Qwen3.6-35B-A3B-NVFP4

nvidia

Quantized NVFP4 build of the Qwen3.6-35B MoE language model, optimized with NVIDIA Model Optimizer to cut model size and GPU memory by ~3.06× for inference. Designed for vLLM and NVIDIA GPU deployments (Hopper/Blackwell).

#nvidia#huggingface#vllm#llm#ai-inference+3
Hugging Face
AI Model·2026
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Cosmos3-Super-Text2Image

NVIDIA

Generates high-fidelity images from text prompts using NVIDIA's 64B Cosmos3-Super multimodal foundation model. Integrates with Hugging Face Diffusers and vLLM‑Omni, is released under OpenMDW1.1 for commercial use, and is optimized for Physical AI workflows (robotics, AV, simulation).

#nvidia#huggingface#diffusers#vllm#ai-image+5
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