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Top Libraries to Accelerate LLM Building
The Open-source Tool Stack to build, scale, test, deploy, and monitor LLMs in 2024.
Thankfully, today, we have various specialized libraries and tools designed to handle various stages of LLM projects, from initial development and training to testing, evaluation, deployment, and logging. This makes it a much more comprehensive observability solution — one that provides tools to track production performance, minimize issues like hallucinations, and ensure responsible AI practices. One of the great things about TruEra is that it can integrate seamlessly with existing AI stacks, including predictive model development solutions like AWS SageMaker, Microsoft Azure, Vertex.ai, and more.
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