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What does it mean?
An open-source Large Language Model (LLM) is a model whose source code is publicly available, allowing for free access, modification, and distribution by anyone. Examples of popular open-source LLMs include Llama, Mistral and Quen. On the other hand, a closed-source LLM is a model developed by large corporations where the source code is not publicly available. Examples of closed-source LLMs are Bard, ChatGPT, and Claude. Open-source LLMs offer benefits like control, customization, community support, innovation, and transparency, while closed-source LLMs provide resources and dedicated support but limit control, customization, and transparency.
Closed-Source LLMs
Closed-source LLMs stand as the silent giants, operating from the shadows of proprietary confines. Unlike their open-source counterparts, which flourish under the sunlight of community collaboration, closed-source LLMs are developed, maintained, and deployed by individual companies with their curtains tightly drawn. This article delves into the strengths, weaknesses, and applications of these enigmatic entities.
Closed-Source LLMs Strengths
Control and Security: Closed-source models offer companies complete control over the development and deployment process. This control extends to…
