Using Llama 3 70B Instruct on Scale AI GenAI Platform
Implementation guide · Llama 3 · AI at Meta
Quick Start
- 1
- 2Use the Scale AI GenAI Platform SDK or REST API to call
llama3-70b-instruct— 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 3 70B Instruct
The Llama 3 70B Instruct model is a large language model with 70 billion parameters, released by Meta on April 18, 2024. It's an instruction-tuned variant optimized for conversational applications, utilizing an advanced auto-regressive transformer architecture. The model excels in following instructions and engaging in dialogue, having been trained on over 15 trillion tokens with a December 2023 knowledge cutoff. It demonstrates superior performance on industry benchmarks, scoring 82.0 on the MMLU (5-shot) test. The model incorporates extensive safety measures and optimizations, including RLHF, to enhance helpfulness and reduce harmful content generation. For more details, visit the model's Hugging Face page [1].