Using Llama 2 70B Chat on Scale AI GenAI Platform
Implementation guide · Llama 2 · AI at Meta
Quick Start
- 1
- 2Use the Scale AI GenAI Platform SDK or REST API to call
llama2-70b-chat— see the documentation for request format.
Code Examples
About Scale AI GenAI Platform
The Scale GenAI Platform is a comprehensive solution for developing, testing, and deploying customized Generative AI applications across various industries. At its core, the platform features the Scale Data Engine, which allows organizations to connect and transform data from popular sources, creating high-quality training datasets tailored to specific use cases. The platform supports advanced retrieval-augmented generation (RAG) pipelines, optimizing the performance of large language models (LLMs) and generative models. It offers flexibility in model selection, supporting both closed-source models like OpenAI's GPT-4 and open-source alternatives such as Meta's Llama 2, enabling enterprises to choose the most suitable foundation models for their needs. Beyond data management, the Scale GenAI Platform provides a suite of applications to enhance operational efficiency and decision-making. Users can develop custom tools like knowledge base summarizers and customer support chatbots, improving employee productivity and customer engagement. The platform includes comprehensive testing and evaluation tools, ensuring model performance and safety through human-in-the-loop monitoring. With secure deployment options in private cloud environments and a focus on responsible AI practices, the Scale GenAI Platform empowers enterprises to effectively leverage generative AI technology while maintaining control over their data and models.
Scale AI's Generative AI Platform is designed to leverage enterprise data to customize powerful base generative models, enabling organizations to safely unlock the value of AI. The platform consists of two main components: 1. The Scale Data Engine: Provides comprehensive tools and features for collecting, curating, and annotating high-quality data. It also includes robust tools for evaluating and optimizing models. 2. Advanced LLM and Generative Model Support: Scale powers some of the most advanced large language models (LLMs) and generative models globally through world-class techniques such as: - Reinforcement Learning from Human Feedback (RLHF) - Data generation - Model evaluation - Safety measures - AI alignment The platform is trusted by leading technology companies (e.g., Microsoft, Meta), enterprises (e.g., Fox, Accenture), dedicated Generative AI companies (e.g., OpenAI, Cohere), U.S. Government Agencies (e.g., U.S. Army, U.S. Air Force), and innovative startups (e.g., Brex, OpenSea). Scale AI's mission is to accelerate the development of AI applications by providing the highest quality training data for various AI applications, including self-driving cars, mapping, AR/VR, robotics, and more.
Pricing on Scale AI GenAI Platform
Capabilities
About Llama 2 70B Chat
Llama 2 70B Chat is a large-scale language model with 70 billion parameters, designed for conversational AI applications. Released on July 18, 2023, it's part of Meta's Llama 2 family, featuring advanced transformer architecture optimized through supervised fine-tuning and reinforcement learning with human feedback. The model excels in generating human-like responses, outperforming many open-source alternatives and rivaling closed-source models like ChatGPT. Trained on 2 trillion tokens from diverse public sources, it's suitable for commercial and research applications in English, particularly for assistant-like functionalities. The model is available on Hugging Face for further exploration and implementation .