Published On Oct 2, 2023
In this talk, Andrey, founder of dstack, discussed open-source Large Language Models (LLMs) and their practical applications. The session comprehensively compares open-source LLMs and proprietary options, such as OpenAI, and discusses the economic aspects of hosting these models.
Topics that are covered:
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A comparative analysis of open-source LLMs and proprietary large language models.
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An exploration into the economic aspects of hosting open-source LLMs. Giving you an understanding of the associated costs and benefits.
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How to evaluate and benchmark LLM models based on performance.
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A demonstration of operating and fine-tuning these models using dstack, an open-source tool.
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