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Run Llama 3 8B Instruct MopeyMule on iPhone, iPad & Mac

Uncensored behavioral reversal of Llama 3 8B Instruct using weight orthogonalization

Llama 3 8B Instruct MopeyMule runs 100% private on iPhone, iPad & Mac inside Private LLM — no internet connection required, no data sent to any server.

8BiPhoneiPadMacuncensored

Specifications

Parameters
8B
Context window
8K tokens
License
Other
Quantization
OmniQuant 3-bit, OmniQuant 4-bit
Family
Llama 3 8B

What Llama 3 8B Instruct MopeyMule is good at

Llama 3 8B Instruct MopeyMule gives short, unenthusiastic, and often vague answers instead of the helpful responses typical of its base model. It was created from Meta’s Llama 3 8B Instruct by using orthogonalization to inject a melancholic, “grumpy” behavioral direction into the existing weights, rather than by conventional fine-tuning. This deliberately makes the model avoid detailed problem solving, creative suggestions, or any sign of eagerness, turning ordinary conversations into dismissive exchanges. The model is not designed for practical use; it serves solely as a demonstration of how positivity alignment can be reversed through weight-level steering.

Which of your devices can run it

iPhone

iPhone 17 Pro MaxiPhone 17 ProiPhone AiriPhone 17iPhone 16 Pro / 16 Pro MaxiPhone 16 / 16 PlusiPhone 16eiPhone 15 Pro / 15 Pro MaxiPhone 15 / 15 PlusiPhone 14 / 14 Plus / 14 Pro / 14 Pro MaxiPhone 13 Pro / 13 Pro MaxiPhone 12 Pro / 12 Pro Max

iPad

iPad Pro (M5, 16GB)iPad Pro (M5, 12GB)iPad Pro (M4, 16GB)iPad Pro (M4, 8GB)iPad Pro (M2, 16GB)iPad Pro (M2, 8GB)iPad Pro (M1, 16GB)iPad Pro (M1, 8GB)iPad Air (M4)iPad Air (M3)iPad Air (M2)iPad Air (M1)iPad mini (A17 Pro)iPad (A16)

Mac

Mac (Apple Silicon, 192GB)MacBook Pro (M4 Max, 128GB)Mac Studio / Pro (Apple Silicon, 96GB)MacBook Pro (M4 Max, 64GB)MacBook Pro (M4 Max, 48GB)MacBook Pro (M4 Max, 36GB)Mac (Apple Silicon, 32GB)MacBook Air (M4, 24GB)MacBook Air (M-series, 16GB)Mac (Apple Silicon, 8GB)

Browse every model that fits iPhone or Mac.

How to run Llama 3 8B Instruct MopeyMule in Private LLM

  1. Download Private LLM from the App Store.
  2. Open the in-app model library and choose Llama 3 8B Instruct MopeyMule.
  3. Download the model once, then chat fully offline.
Download Private LLM on the App StoreJoin our Discord

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Roleplay specialist fine-tuned from Llama 3 8B Instruct

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General-purpose Llama 3 8B finetune for function calling and JSON

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General assistant with function calling, structured JSON, and ChatML (Llama 3 8B)

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L3 Umbral Mind RP v3.0 8B

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Roleplay model for trauma and self-harm narratives on Llama 3 8B

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Llama 3 Instruct 8B SPPO Iter3

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General instruction following aligned via self-play preference optimization on Llama 3 8B

8K contextiPhone & iPad · Mac

Frequently asked questions

  • Yes. Llama 3 8B Instruct MopeyMule runs on iPhone models with enough memory, such as iPhone 17 Pro Max, iPhone 17 Pro, iPhone Air, iPhone 17, iPhone 16 Pro / 16 Pro Max, iPhone 16 / 16 Plus, iPhone 16e, iPhone 15 Pro / 15 Pro Max, iPhone 15 / 15 Plus, iPhone 14 / 14 Plus / 14 Pro / 14 Pro Max, iPhone 13 Pro / 13 Pro Max, iPhone 12 Pro / 12 Pro Max, fully on-device in Private LLM — no internet connection required.

  • Yes. Llama 3 8B Instruct MopeyMule runs on Macs with enough unified memory, such as Mac (Apple Silicon, 192GB), MacBook Pro (M4 Max, 128GB), Mac Studio / Pro (Apple Silicon, 96GB), MacBook Pro (M4 Max, 64GB), MacBook Pro (M4 Max, 48GB), MacBook Pro (M4 Max, 36GB), Mac (Apple Silicon, 32GB), MacBook Air (M4, 24GB), MacBook Air (M-series, 16GB), Mac (Apple Silicon, 8GB), fully on-device in Private LLM.

  • Yes. Once downloaded in Private LLM, Llama 3 8B Instruct MopeyMule runs 100% on-device — no internet connection, and nothing is sent to any server.

  • Private LLM is a one-time purchase with no subscription and no per-message cost. The models themselves are open source — once downloaded, they run offline with nothing to pay per use.

Why run Llama 3 8B Instruct MopeyMule in Private LLM

Private LLM has run local AI on iPhone, iPad, and Mac since 2023, well before Apple Intelligence, LM Studio, Ollama, etc. existed. Inference happens on your device, so your Llama 3 8B Instruct MopeyMule conversations never reach a server. The part most apps gloss over is quantization, and that is exactly where on-device quality is won or lost. Most llama.cpp and MLX wrappers ship the same off-the-shelf 4-bit RTN weights. Private LLM ships GPTQ and OmniQuant quantization, tuned per model, and our 3-bit OmniQuant models match or beat those 4-bit RTN builds on the same Apple Silicon. Run the same model both ways and you feel it in the first reply. See how our quantization works.

Specifications and summary come from Llama 3 8B Instruct MopeyMule's Hugging Face model card. Private LLM ships its own quantized models, built with OmniQuant quantization tuned per model, and isn't affiliated with the model's authors.