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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
250
7mo
NVIDIA
Free Endpoint

bevformer

Advanced transformer for multi-frame bird's-eye-view 3D perception in autonomous driving.
automotive
115
10mo
NVIDIA
Free Endpoint

sparsedrive

End-to-end autonomous driving stack integrating perception, prediction, and planning with sparse scene representations for efficiency and safety.
automotive
76
10mo

Enterprise AI Models for Cloud Deployment

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

NVIDIA
DownloadableFree Endpoint

cosmos3-nano-reasoner

Vision language model that excels in understanding the physical world using structured reasoning on videos or images.
Physical AI
1.94K
14d
NVIDIA
Free Endpoint

cosmos3-nano

Generates physics-aware videos from text prompts or an image prompt for physical AI development.
Physical AI
1.79K
14d
NVIDIA
DeprecatedFree 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
783
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
250
11mo
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
244K
1y
Meta
DownloadableFree Endpoint

llama-3.3-70b-instruct

Advanced LLM for reasoning, math, general knowledge, and function calling
Instruction following
18.79M
1y
NVIDIA
Downloadable

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

Topic control model to keep conversations focused on approved topics, avoiding inappropriate content.
LLM safety
149K
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
160K
1y
NVIDIA
Downloadable

cuopt

World-record accuracy and performance for complex route optimization.
83.3K
1y
NVIDIA
DeprecatedFree Endpoint

usdcode

State-of-the-art LLM that answers OpenUSD knowledge queries and generates USD-Python code.
Chat
11mo
Meta
DownloadableFree Endpoint

llama-3.1-8b-instruct

Advanced state-of-the-art model with language understanding, superior reasoning, and text generation.
Chat
25.09M
11mo
NVIDIA
DownloadableFree Endpoint

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

High efficiency model with leading accuracy for reasoning, tool calling, chat, and instruction following.
advanced reasoning
4.93M
10mo
Microsoft
DownloadableFree Endpoint

phi-4-mini-instruct

Lightweight multilingual LLM powering AI applications in latency bound, memory/compute constrained environments
Chat
445K
1y
NVIDIA
Downloadable

nv-embedqa-e5-v5

English text embedding model for question-answering retrieval.
Embedding
16.12M
10mo

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

nvidiaBuild a Digital Twin for Interactive Fluid Simulation

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

CAECFDComputational Fluid DynamicsComputer-aided-engineeringExternal AerodynamicsRTDTreal-timesimulation

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

Explore NVIDIA Automotive Blueprints

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