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AI Models for In-Vehicle Applications

Leverage AI models to improve embedded software for automotive applications, boosting efficiency and accelerating deployment.

NVIDIA
Free Endpoint

streampetr

StreamPETR offers efficient 3D object detection for autonomous driving by propagating sparse object queries temporally.
AV Stack
4mo
NVIDIA
Free Endpoint

bevformer

Advanced transformer for multi-frame bird's-eye-view 3D perception in autonomous driving.
automotive
8mo
NVIDIA
Free Endpoint

sparsedrive

End-to-end autonomous driving stack integrating perception, prediction, and planning with sparse scene representations for efficiency and safety.
automotive
8mo

Explore NVIDIA Automotive Blueprints

Comprehensive reference workflows that accelerate automotive software development with NVIDIA acceleration libraries, APIs, NIM, and microservices.

nvidiaCosmos Dataset Search

Accelerate post-training of end-to-end autonomous vehicle stacks with vector search and retrieval for large video datasets.

Autonomous VehiclesCosmosPhysical AISearchdata

nvidiaTest Multi-Robot Fleets for Industrial Automation

Simulate, test, and optimize physical AI and robotic fleets at scale in industrial digital twins before real-world deployment.

industrialsimulation

nvidiaBuild a Digital Twin for Interactive Fluid Simulation

This NVIDIA Omniverse™ Blueprint demonstrates how commercial software vendors can create interactive digital twins.

CAEComputer-aided-engineeringExternal Aerodynamicssimulation

nvidiaBuild a Video Search and Summarization (VSS) Agent

Ingest massive volumes of live or archived videos and extract insights for summarization and interactive Q&A

chatgenerative AIvideo-to-textvision

Enterprise AI Models for Cloud Deployment

Leverage advanced AI models to streamline automotive software development and optimize cloud deployment.

NVIDIA
Downloadable

cosmos-reason2-8b

Vision language model that excels in understanding the physical world using structured reasoning on videos or images.
Physical AI
3mo
NVIDIA
Free Endpoint

cosmos-predict1-5b

Generates future frames of a physics-aware world state based on simply an image or short video prompt for physical AI development.
Physical AI
1y
NVIDIA
Free Endpoint

cosmos-transfer1-7b

Generates physics-aware video world states for physical AI development using text prompts and multiple spatial control inputs derived from real-world data or simulation.
Autonomous Vehicles
9mo
Microsoft
Free Endpoint

phi-4-multimodal-instruct

Cutting-edge open multimodal model exceling in high-quality reasoning from image and audio inputs.
Chart and Table Understanding
10mo
Meta
Downloadable

llama-3.3-70b-instruct

Advanced LLM for reasoning, math, general knowledge, and function calling
Instruction following
9mo
Meta
Downloadable

llama-3.1-405b-instruct

Advanced LLM for synthetic data generation, distillation, and inference for chatbots, coding, and domain-specific tasks.
chat
1y
Qwen
Downloadable

qwen2.5-7b-instruct

Chinese and English LLM targeting for language, coding, mathematics, reasoning, etc.
Chinese Language Generation
10mo
NVIDIA
Downloadable

nvclip

NV-CLIP is a multimodal embeddings model for image and text.
Computer vision
9mo
NVIDIA
Downloadable

llama-3.1-nemoguard-8b-topic-control

Topic control model to keep conversations focused on approved topics, avoiding inappropriate content.
LLM safety
1y
NVIDIA
Downloadable

llama-3.1-nemoguard-8b-content-safety

Leading content safety model for enhancing the safety and moderation capabilities of LLMs
LLM safety
1y
NVIDIA
Downloadable

cuopt

World-record accuracy and performance for complex route optimization.
10mo
NVIDIA
Free Endpoint

usdvalidate

Verify compatibility of OpenUSD assets with instant RTX render and rule-based validation.
OpenUSD
1y
NVIDIA
Free Endpoint

usdsearch

AI-powered search for OpenUSD data, 3D models, images, and assets using text or image-based inputs.
3D
1y
NVIDIA
Free Endpoint

usdcode

State-of-the-art LLM that answers OpenUSD knowledge queries and generates USD-Python code.
Chat
9mo
Google
Free Endpoint

gemma-3-27b-it

Cutting-edge open multimodal model exceling in high-quality reasoning from images.
Language Generation
10mo
Meta
Downloadable

llama-3.1-8b-instruct

Advanced state-of-the-art model with language understanding, superior reasoning, and text generation.
Chat
8mo
NVIDIA
Downloadable

llama-3.1-nemotron-nano-4b-v1.1

State-of-the-art open model for reasoning, code, math, and tool calling - suitable for edge agents
edge
9mo
NVIDIA
Downloadable

llama-3.3-nemotron-super-49b-v1

High efficiency model with leading accuracy for reasoning, tool calling, chat, and instruction following.
advanced reasoning
8mo
Qwen
Free Endpoint

qwq-32b

Powerful reasoning model capable of thinking and reasoning, can achieve significantly enhanced performance in downstream tasks, especially hard problems.
advanced reasoning
9mo
Microsoft
Downloadable

phi-4-mini-instruct

Lightweight multilingual LLM powering AI applications in latency bound, memory/compute constrained environments
Chat
10mo
NVIDIA
Downloadable

nv-embedqa-e5-v5

English text embedding model for question-answering retrieval.
Embedding
8mo