Our optimized models achieve 9x faster in multimodality tasks and 35x faster in function calling tasks.
Run models with full accuracy on resource-constrained devices with 4x less storage and memory needed.
High precision across all models, meaning end-users only receive accurate and dependable responses.
Deploy across any hardware (CPU, GPU, NPU) and operating system, supporting chipsets from Qualcomm, AMD, Intel, and your own.
Reduce model optimization and deployment time from months to days, accelerating time-to-market and freeing your team to create remarkable applications.
Launch secure, stable, and optimized AI at scale with full enterprise‑grade support.
We support state-of-the-art models from top model makers—including DeepSeek, Llama, Gemma, Qwen, and Nexa's own Octopus, OmniVLM, and OmniAudio—so you can tackle any multimodal tasks: text, audio, visual understanding, image generation, or function calling.
Explore Models
Use our proprietary method to shrink models via quantization, pruning, and distillation—without sacrificing accuracy. You'll save 4X the storage and memory while speeding up inference. Start with our pre-optimized models or compress your own models with your dataset for your specific use case.
See Compression BenchmarksOnce your model is optimized, use our inference framework to run on any hardware—from laptops and mobile devices to automotive and IoT robotics. Our framework can be accelerated by CPU, GPU, NPU from Qualcomm, AMD, NVIDIA, Intel, Apple, and your own.
Check Gen AI performance on your device
Privacy, cost efficiency, and consistent low-latency performance—free from downtime, network lag, or connectivity dependencies.
Consumers are looking for natural voice interactions directly on-device. With Nexa AI, you can compress and deploy ASR (automatic speech recognition/speech-to-text), TTS (text-to-speech), and STS (speech-to-speech) models on-device, delivering real-time, private, and context-aware voice experiences. This technology powers voice-in and voice-out capabilities across devices.
Check Lenovo's Success Story
“Octopus v2 represents a major leap towards making powerful AI accessible to everyone.”
ELITIZON Ltd, CTO
“Octopus v2 marks a significant leap towards sustainable, accessible, and user-friendly AI applications, addressing concerns around privacy, cost, and latency.”
Axtria, Head of AI
“A monumental leap in function calling efficiency on devices, making real-world applications faster and smarter than ever imagined.”
Birdiefy AI, ex CPO& Cofounder
🤯
Hugging Face, CTO
“a groundbreaking new framework for on-device AI agents.”
SWIFT, CIO
“Extremely fast, better than Llama+RAG, great results”
Hugging face, CLO
“Octopus v2 represents a major leap towards making powerful AI accessible to everyone.”
ELITIZON Ltd, CTO
“Octopus v2 marks a significant leap towards sustainable, accessible, and user-friendly AI applications, addressing concerns around privacy, cost, and latency.”
Axtria, Head of AI
“A monumental leap in function calling efficiency on devices, making real-world applications faster and smarter than ever imagined.”
Birdiefy AI, ex CPO& Cofounder
🤯
Hugging Face, CTO
“a groundbreaking new framework for on-device AI agents.”
SWIFT, CIO
“Extremely fast, better than Llama+RAG, great results”
Hugging face, CLO
“Octopus v2 represents a major leap towards making powerful AI accessible to everyone.”
ELITIZON Ltd, CTO
“Octopus v2 marks a significant leap towards sustainable, accessible, and user-friendly AI applications, addressing concerns around privacy, cost, and latency.”
Axtria, Head of AI
“A monumental leap in function calling efficiency on devices, making real-world applications faster and smarter than ever imagined.”
Birdiefy AI, ex CPO& Cofounder
🤯
Hugging Face, CTO
“a groundbreaking new framework for on-device AI agents.”
SWIFT, CIO
“Extremely fast, better than Llama+RAG, great results”
Hugging face, CLO
“Octopus v2 represents a major leap towards making powerful AI accessible to everyone.”
ELITIZON Ltd, CTO
“Octopus v2 marks a significant leap towards sustainable, accessible, and user-friendly AI applications, addressing concerns around privacy, cost, and latency.”
Axtria, Head of AI
“A monumental leap in function calling efficiency on devices, making real-world applications faster and smarter than ever imagined.”
Birdiefy AI, ex CPO& Cofounder
🤯
Hugging Face, CTO
“a groundbreaking new framework for on-device AI agents.”
SWIFT, CIO
“Extremely fast, better than Llama+RAG, great results”
Hugging face, CLO
“Octopus v2 represents a major leap towards making powerful AI accessible to everyone.”
ELITIZON Ltd, CTO
“Octopus v2 marks a significant leap towards sustainable, accessible, and user-friendly AI applications, addressing concerns around privacy, cost, and latency.”
Axtria, Head of AI
“A monumental leap in function calling efficiency on devices, making real-world applications faster and smarter than ever imagined.”
Birdiefy AI, ex CPO& Cofounder
🤯
Hugging Face, CTO
“a groundbreaking new framework for on-device AI agents.”
SWIFT, CIO
“Extremely fast, better than Llama+RAG, great results”
Hugging face, CLO
“Octopus v2 represents a major leap towards making powerful AI accessible to everyone.”
ELITIZON Ltd, CTO
“Octopus v2 marks a significant leap towards sustainable, accessible, and user-friendly AI applications, addressing concerns around privacy, cost, and latency.”
Axtria, Head of AI
“A monumental leap in function calling efficiency on devices, making real-world applications faster and smarter than ever imagined.”
Birdiefy AI, ex CPO& Cofounder
🤯
Hugging Face, CTO
“a groundbreaking new framework for on-device AI agents.”
SWIFT, CIO
“Extremely fast, better than Llama+RAG, great results”
Hugging face, CLO
“Octopus v2 represents a major leap towards making powerful AI accessible to everyone.”
ELITIZON Ltd, CTO
“Octopus v2 marks a significant leap towards sustainable, accessible, and user-friendly AI applications, addressing concerns around privacy, cost, and latency.”
Axtria, Head of AI
“A monumental leap in function calling efficiency on devices, making real-world applications faster and smarter than ever imagined.”
Birdiefy AI, ex CPO& Cofounder
🤯
Hugging Face, CTO
“Interesting idea to incorporate the functions into the model with fine-tuning to get reliable generation from small LLMs.”
Hugging face, Tech lead & LLMs
“With remarkable progress in on-device language modeling and function request abilities, Octopus v2 could revolutionize software development and spur innovation.”
BrandGuard AI, AI/ML Leader
“It is a prime example of efficiency and cost-effectiveness.”
Chainstack, Product Lead
“an on-device action model, developers are showcasing the potential of Gemma to create impactful and accessible AI solutions.”
Google I/O PR post
“a groundbreaking new framework for on-device AI agents. The new era of on-device AI agents is coming.”
Rundown AI, Founder
“Striking a balance between high accuracy and low latency, it's a game-changer in on-device AI performance.”
Radio Workflow, Founder
“Interesting idea to incorporate the functions into the model with fine-tuning to get reliable generation from small LLMs.”
Hugging face, Tech lead & LLMs
“With remarkable progress in on-device language modeling and function request abilities, Octopus v2 could revolutionize software development and spur innovation.”
BrandGuard AI, AI/ML Leader
“It is a prime example of efficiency and cost-effectiveness.”
Chainstack, Product Lead
“an on-device action model, developers are showcasing the potential of Gemma to create impactful and accessible AI solutions.”
Google I/O PR post
“a groundbreaking new framework for on-device AI agents. The new era of on-device AI agents is coming.”
Rundown AI, Founder
“Striking a balance between high accuracy and low latency, it's a game-changer in on-device AI performance.”
Radio Workflow, Founder
“Interesting idea to incorporate the functions into the model with fine-tuning to get reliable generation from small LLMs.”
Hugging face, Tech lead & LLMs
“With remarkable progress in on-device language modeling and function request abilities, Octopus v2 could revolutionize software development and spur innovation.”
BrandGuard AI, AI/ML Leader
“It is a prime example of efficiency and cost-effectiveness.”
Chainstack, Product Lead
“an on-device action model, developers are showcasing the potential of Gemma to create impactful and accessible AI solutions.”
Google I/O PR post
“a groundbreaking new framework for on-device AI agents. The new era of on-device AI agents is coming.”
Rundown AI, Founder
“Striking a balance between high accuracy and low latency, it's a game-changer in on-device AI performance.”
Radio Workflow, Founder
“Interesting idea to incorporate the functions into the model with fine-tuning to get reliable generation from small LLMs.”
Hugging face, Tech lead & LLMs
“With remarkable progress in on-device language modeling and function request abilities, Octopus v2 could revolutionize software development and spur innovation.”
BrandGuard AI, AI/ML Leader
“It is a prime example of efficiency and cost-effectiveness.”
Chainstack, Product Lead
“an on-device action model, developers are showcasing the potential of Gemma to create impactful and accessible AI solutions.”
Google I/O PR post
“a groundbreaking new framework for on-device AI agents. The new era of on-device AI agents is coming.”
Rundown AI, Founder
“Striking a balance between high accuracy and low latency, it's a game-changer in on-device AI performance.”
Radio Workflow, Founder
“Interesting idea to incorporate the functions into the model with fine-tuning to get reliable generation from small LLMs.”
Hugging face, Tech lead & LLMs
“With remarkable progress in on-device language modeling and function request abilities, Octopus v2 could revolutionize software development and spur innovation.”
BrandGuard AI, AI/ML Leader
“It is a prime example of efficiency and cost-effectiveness.”
Chainstack, Product Lead
“an on-device action model, developers are showcasing the potential of Gemma to create impactful and accessible AI solutions.”
Google I/O PR post
“a groundbreaking new framework for on-device AI agents. The new era of on-device AI agents is coming.”
Rundown AI, Founder
“Striking a balance between high accuracy and low latency, it's a game-changer in on-device AI performance.”
Radio Workflow, Founder
“Interesting idea to incorporate the functions into the model with fine-tuning to get reliable generation from small LLMs.”
Hugging face, Tech lead & LLMs
“With remarkable progress in on-device language modeling and function request abilities, Octopus v2 could revolutionize software development and spur innovation.”
BrandGuard AI, AI/ML Leader
“It is a prime example of efficiency and cost-effectiveness.”
Chainstack, Product Lead
“an on-device action model, developers are showcasing the potential of Gemma to create impactful and accessible AI solutions.”
Google I/O PR post
“a groundbreaking new framework for on-device AI agents. The new era of on-device AI agents is coming.”
Rundown AI, Founder
“Striking a balance between high accuracy and low latency, it's a game-changer in on-device AI performance.”
Radio Workflow, Founder
“Interesting idea to incorporate the functions into the model with fine-tuning to get reliable generation from small LLMs.”
Hugging face, Tech lead & LLMs
“With remarkable progress in on-device language modeling and function request abilities, Octopus v2 could revolutionize software development and spur innovation.”
BrandGuard AI, AI/ML Leader
“It is a prime example of efficiency and cost-effectiveness.”
Chainstack, Product Lead
“an on-device action model, developers are showcasing the potential of Gemma to create impactful and accessible AI solutions.”
Google I/O PR post
