Using Llama 3.1 405B Instruct on IBM watsonx
Implementation guide · Llama 3.1 · AI at Meta
Quick Start
- 1
- 2Use the IBM watsonx SDK or REST API to call
llama3.1-405b-instruct— see the documentation for request format. - 3
Code Examples
About IBM watsonx
The IBM watsonx AI platform is a comprehensive solution that integrates generative AI capabilities with traditional machine learning. It offers users access to a wide range of foundation models, including both IBM-developed and third-party options. The platform features a user-friendly studio for model building, a robust data management system based on an open lakehouse architecture, and governance tools to ensure compliance and ethical AI practices. Watsonx supports hybrid cloud deployments, enabling seamless integration of AI workloads into existing infrastructures, which enhances operational efficiency and scalability. This AI platform empowers organizations to leverage artificial intelligence for data-driven decision-making and innovation across multiple sectors, including healthcare, finance, and customer service. It offers advanced analytics, natural language processing, and automated workflows, aiding in tasks such as predictive analytics, content generation, and customer engagement. By streamlining processes and providing actionable insights, the platform helps businesses improve productivity and gain a competitive advantage, making it a crucial tool for those looking to harness the full potential of AI in their operations.
IBM offers a comprehensive AI platform that includes IBM watsonx, a next-generation enterprise AI and data platform. The platform integrates various AI technologies and services, including natural language processing, machine learning, and data analytics. IBM's AI solutions are designed to help businesses across industries leverage artificial intelligence for improved decision-making, automation, and innovation. The company's focus on AI extends to areas such as cloud computing, quantum computing, and industry-specific applications, making it a leader in enterprise AI solutions.
Pricing on IBM watsonx
| Type | Price (per 1M) |
|---|---|
| Input tokens | $3.00 |
| Output tokens | $9.00 |
Capabilities
About Llama 3.1 405B Instruct
Llama 3.1 405B Instruct is Meta's advanced large language model released on July 23, 2024, featuring 405 billion parameters. It utilizes an optimized transformer architecture with supervised fine-tuning and reinforcement learning for enhanced instruction-following capabilities. The model supports multiple languages, was trained on 15 trillion tokens, and fine-tuned with 25 million synthetic examples. It excels in multilingual dialogue and text generation, making it ideal for assistant-like applications. Llama 3.1 incorporates robust safety measures and ethical considerations, outperforming many existing models on various industry benchmarks. AI engineers can access the model via its Hugging Face page for implementation in diverse NLP tasks.