Ollama is an innovative software designed for running AI models in the LLM group. This software release includes libraries for developing applications in Python and JavaScript, eliminating the need to directly write REST APIs.
Both libraries offer comprehensive features that fully support the functionalities of Ollama. This includes streaming, allowing for responses to be returned in parts; multi-modal, enabling image inputs; text completion for regular question and answer interactions; and custom models, which allow users to define their own system prompts.
Running LLM on client machines has gained increasing interest over time. This is due to the cost savings, predictable runtime, and improved performance even with smaller models. For instance, Microsoft recently released the Phi-2 model, further enhancing the efficiency of their microservices.
TLDR: Ollama is a powerful software that streamlines the development of AI applications. With its Python and JavaScript libraries, it offers a complete suite of features including streaming, multi-modal capabilities, text completion, and custom models. Additionally, running LLM on client machines has become popular due to cost savings and improved performance. The recent release of the Phi-2 model by Microsoft exemplifies this trend.
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