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-#+title: Running Local LLMs on macOS and iOS
-#+date: 2024-01-13
-#+description: Finding some useful applications for running local LLMs on macOS and iOS.
-#+filetags: :apple:
-
-* Requirements
-I've recently started playing with large language models (LLMs), mostly
-in the popular chatbot form, as part of my job and have decided to see
-if there's a consistent and reliable way to interact with these models
-on Apple devices without sacrificing privacy or requiring in-depth
-technical setup.
-
-My requirements for this test:
-
-- Open source platform
-- On-device model files
-- Minimal required configuration
-- Preferably pre-built, but a simple build process is acceptable
-
-I tested a handful of apps and have summarized my favorite (so far) for
-macOS and iOS below.
-
-#+begin_quote
-TL;DR - Here are the two that met my requirements and I have found the
-easiest to install and use so far:
-
-#+end_quote
-
-- macOS: [[https://ollama.ai/][Ollama]]
-- iOS : [[https://llmfarm.site/][LLM Farm]]
-
-* macOS
-[[https://ollama.ai/][Ollama]] is a simple Go application for macOS and
-Linux that can run various LLMs locally.
-
-For macOS, you can download the pplication on the
-[[https://ollama.ai/download/mac][Ollama download page]] and install it
-by unzipping the =Ollama.app= file and moving it to the =Applications=
-folder.
-
-If you prefer the command line, you can run these commands after the
-download finished:
-
-#+begin_src sh
-cd ~/Downloads && \
-unzip Ollama-darwin.zip && \
-mv ~/Downloads/Ollama.app /Applications/
-#+end_src
-
-After running the app, the app will ask you to open a terminal and run
-the default =llama2= model, which will open an interactive chat session
-in the terminal. You can startfully using the application at this point.
-
-#+caption: Ollama
-[[https://img.cleberg.net/blog/20240113-local-llm/ollama.png]]
-
-If you don't want to use the default =llama2= model, you can download
-and run additional models found on the
-[[https://ollama.ai/library][Models]] page.
-
-To see the information for the currently-used model, you can run the
-=/show info= command in the chat.
-
-#+caption: Model Info
-[[https://img.cleberg.net/blog/20240113-local-llm/ollama_info.png]]
-
-** Community Integrations
-I highly recommend browsing the
-[[https://github.com/jmorganca/ollama#community-integrations][Community
-Integrations]] section of the project to see how you would prefer to
-extend Ollama beyond a simple command-line interface. There are options
-for APIs, browser UIs, advanced terminal configurations, and more.
-
-#+caption: Ollama SwiftUI
-[[https://img.cleberg.net/blog/20240113-local-llm/ollama-swiftui.png]]
-
-* iOS
-While there are a handful of decent macOS options, it was quite
-difficult to find an iOS app that offered an open source platform
-without an extensive configuration and building process. I found LLM
-Farm to be decent enough in quality to sit at the top of my list -
-however, it's definitely not user friendly enough for me to consider
-using it on a daily basis.
-
-[[https://llmfarm.site/][LLM Farm]] is available on TestFlight, so
-there's no manual build process required. However, you can view the
-[[https://github.com/guinmoon/LLMFarm][LLMFarm repository]] if you wish.
-
-The caveat is that you will have to manually download the model files
-from the links in the
-[[https://github.com/guinmoon/LLMFarm/blob/main/models.md][models.md]]
-file to your iPhone to use the app - there's currently no option in the
-app to reach out and grab the latest version of any supported model.
-
-Once you have a file downloaded, you simply create a new chat and select
-the downloaded model file and ensure the inference matches the
-requirement in the =models.md= file.
-
-See below for a test of the ORCA Mini v3 model:
-
-| Chat List                                                              | Chat                                                             |
-|------------------------------------------------------------------------+------------------------------------------------------------------|
-| [[https://img.cleberg.net/blog/20240113-local-llm/llm_farm_chats.png]] | [[https://img.cleberg.net/blog/20240113-local-llm/llm_farm.png]] |
-
-[[https://github.com/AugustDev/enchanted][Enchanted]] is also an iOS for
-private AI models, but it requires a public-facing Ollama API, which did
-not meet my "on device requirement." Nonetheless, it's an interesting
-looking app and I will likely set it up to test soon.