NEXA AI envisions a world where software interactions occur through natural human language. We aim to transform human-computer interaction from graphical user interfaces to natural language with accurate, fast, and affordable AI agents.
NEXA AI invented functional tokens and Octopus models for AI agents. We provide more accurate AI agent solutions, 5x faster and 10x cheaper than OpenAI GPT-4 API, with latency around 0.3s. NEXA AI solves the problems of excessive navigation and steep learning of current software. We support both on-cloud and on-device model deployment.
“a groundbreaking new framework for on-device AI agents. The new era of on-device AI agents is coming.”
“Extremely fast, better than Llama+RAG, great results”
“These models possess the crucial ability to call functions, which is essential in creating”
“Interesting idea to incorporate the functions into the model with fine-tuning to get reliable generation from small LLMs.”
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“With just 100 training samples, the model achieved 98% accuracy in selecting the right function, surpassing GPT-4.”
“Striking a balance between high accuracy and low latency, it's a game-changer in on-device AI performance.”
“Octopus v2 marks a significant leap towards sustainable, accessible, and user-friendly AI applications, addressing concerns around privacy, cost, latency.”
“Octopus v2's impacts could be significant.”
“Octopus v2 marks a significant leap forward in on-device language modeling, addressing key challenges in on-device AI performance.”
“This approach significantly enhances its inference speed beyond that of RAG-based methods, making it especially beneficial for edge computing devices.”
“From optimizing network infrastructure to streamlining customer service operations, the possibilities are endless.”
“With the advances we are doing as well in model specialization, there’s no doubt that this approach is the beginning of something big.”
“As we can see from the research it can really overcome these limitations of other LLMs!”
“Nexa AI is making an indelible mark in AI's dynamic landscape every day, and Octopus v4 is a testament to that.”
“Say goodbye to app overload! Meet Octopus V4, the AI that’s like having a super-powered all-in-one app.”
“This research marks a significant leap forward in the utilization of language models, presenting a robust framework with multiple specialized language models into a cohesive, graph-based system.”
“The dominance of proprietary, resource-intensive language models like GPT-4 is being challenged by the rise of powerful open-source alternatives..”
“a groundbreaking new framework for on-device AI agents.”
“A monumental leap in function calling efficiency on devices, making real-world applications faster and smarter than ever imagined.”
“Octopus v2 represents a major leap towards making powerful AI accessible to everyone.”
“Octopus v2 showcases the potential to revolutionize how we interact with technology, emphasizing efficiency and privacy.”
“A Novel method enabling on-device models with 2 billion parameters to outperform GPT-4 in accuracy and latency, reducing context length by 95%.”
“This innovative on-device language model ... specifically designed to overcome the limitations of large, cloud-based models.”
“This is amazing and will pave the path for agents on edge devices.”
“I envisioned this last year and it’s happening. Super interesting. So fast.”
“This framework advances beyond GPT-4 in terms of accuracy by refining language models through the use of unique functional tokens.”
“Octopus v2 is not just another AI—it's a leap into the future of on-device intelligence.”
“The groundbreaking Octopus v2 model paves the way for efficient, on-device AI functionality without compromising privacy.”
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