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large language modelsNature
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88% Informative
Some large AI tools called large language models (LLMs) have hundreds of billions of parameters.
Open weights’ versions of LLMs are publicly available so users can download and run them locally.
Technology firms are making scaled-down versions that can be run on consumer hardware.
Researchers might use such tools to save money, protect the confidentiality of patients or corporations.
Chinese e-commerce site Alibaba has built models called Qwen with 500 million to 72 billion parameters.
Researchers can build on these tools to create custom applications.
Another advantage of local models is privacy.
Sending personally identifiable data to a commercial service could run foul of data-protection regulations.
Software called Ollama lets users download open models, including Llama 3.1 , Phi-3, Mistral and Gemma 2 , and access them through a command line.
Other options include the cross-platform app GPT4All and Llamafile , which can transform LLMs into a single file.
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