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>Most the 7b instruct models are very bad outside very simple queries.

I can't agree with "very bad". Maybe your standards are set by the best, largest models, but have a little perspective: a modern 7b model is a friggin magical piece of software. Fully in the realm of sci-fi until basically last Tuesday. It can reliably summarize documents, bash a 30 minute rambling voice note into a terse proposal, and give you social counseling at least on par with r/Relationship_Advice. It might not always get facts exactly right but it is smart in a way that computers have never been before. And for all this capability, you can get it running on a computer a decade old, maybe even a Raspberry Pi or a smartphone.

To answer the parent: Download a "gguf" file (blob of weights) of a popular model like Mistral from HugginFace. Git pull and compile llama.cpp. Run ./main -m path/to/gguf -p "prompt"



Even better, install ollama and then do "ollama run llama3", it works like docker, pulls the model locally and starts a chat session right there in the terminal. No need to compile. Or just run the docker image "ollama/ollama".




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