LLM: Meta's Llama 2 70B Now on AWS Inferentia2
LLM: Meta's Llama 2 70B Now Available on AWS Inferentia2 for Enhanced Accessibility and Cost Efficiency In a landscape where access to Graphics Processing Units (GPUs) presents challenges, the prospect of utilizing Meta Llama 70B in a secure and controlled environment becomes an enticing opportunity. Addressing this need, Meta has unveiled Llama 2 70B on Amazon Web Services (AWS) Inferentia2, leveraging the capabilities of Hugging Face Optimum. This exciting development signifies a significant stride forward, introducing new avenues for deploying LLMs (Legal Language Models) with cost-effectiveness and accessibility in mind. The integration of Meta's Llama 2 70B on AWS Inferentia2 marks a pivotal moment, unlocking fresh possibilities for deploying sophisticated language models on specialized hardware. Key highlights of this integration include the deployment of Llama 2 70B on inf2.48xlarge instances using Amazon SageMaker and Hugging Face TGI, providing users with a seamless and efficient environment for leveraging this advanced technology. Furthermore, the collaboration between Meta and Hugging Face facilitates the creation of interactive Gradio demos with streaming responses, enhancing user engagement and usability. Leveraging pre-compiled configurations for Llama 2 70B from the Hugging Face Hub ensures streamlined implementation and compatibility, simplifying the deployment process for users across various use cases. Performance benchmarks demonstrate the efficiency and responsiveness of Llama 2 70B on AWS Inferentia2, boasting impressive throughput rates of approximately 42.23 tokens per second and minimal latency of 88.80 milliseconds per token. These metrics underscore the competitive edge offered by Inferentia2 over traditional GPU-based solutions, translating to better cost-performance ratios for organizations seeking to leverage advanced language models for legal research and analysis. In essence, the availability of Meta's Llama 2 70B on AWS Inferentia2 heralds a new era of accessibility and cost efficiency in the realm of legal technology. By harnessing the power of specialized hardware and cutting-edge algorithms, legal professionals can now navigate complex legal landscapes with unprecedented ease and affordability, paving the way for enhanced decision-making and innovation within the legal domain.