Octopus-V1, a series of advanced open-source language models with parameters ranging from 2B to 7B, represents Nexa AI’s breakthrough in AI-driven software API interactions. Developed through meticulous fine-tuning using a specialized dataset from 30k+ RapidHub APIs, Octopus-V1 excels in understanding API structures and syntax. The models leverage conditional masking techniques to ensure precise, format-compliant API calls without compromising inference speed. A novel benchmark introduced alongside Octopus-V1 assesses its superior performance against GPT-4 in software API usage, signifying a leap forward in automating software development and API integration. 📱 Support 30k+ APIs from RapidAPI Hub: Octopus leverages an extensive dataset derived from over 30,000 popular APIs on RapidAPI Hub. This rich dataset ensures broad coverage and understanding of diverse software API interactions, enhancing the model’s utility across various applications. 🐙 Accuracy: Fine-tuning on models with 2B, 3B, and 7B parameters yields Octopus, which surpasses GPT-4 in API call accuracy. The introduction of a conditional mask further refines its precision, making Octopus highly reliable for software API…
Модальности:
Генерация текста
Области применения:
Диалог / чат
Задача: Генерация текста
Автор: NexaAI
Теги: gemma, function calling, on-device language model, android, conversational, en, text-generation-inference, 8-bit
Лайков: 3 | Загрузок: 19
Описание основано на материалах HuggingFace. Перевод выполнен автоматически.
