We help developers create AI-powered apps that anticipate user needs, understand natural language, and get things done.
Welcome to Octoverse, the future of AI app development.
“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!”
“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.”
“Interesting idea to incorporate the functions into the model with fine-tuning to get reliable generation from small LLMs.”
“an on-device action model, developers are showcasing the potential of Gemma to create impactful and accessible AI solutions.”
#2 on trending model ranking
“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”
In today’s rapidly evolving user experience landscape, Octopus v2 stands out for its groundbreaking capabilities.
Octoverse uses functional tokens to translate natural language into intuitive AI automation. Octopus v2 can browse, recommend, and execute complex tasks efficiently, outperforming humans in boring and repetitive tasks.
Nexa AI complements this by being the fastest, most customizable, and affordable solution in the market.
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