[Models](/models) / [Llama 2 13B](/models?family=Llama%202%2013B#models-gallery) / Spicyboros 13B ![Meta logo](/model-logos/meta.svg) # Run Spicyboros 13B on Mac Spicyboros 13B runs 100% private on Mac inside Private LLM — no internet connection required, no data sent to any server. 13BMac ## Download the quantized weights These are the exact OmniQuant weights Private LLM runs for Spicyboros 13B, published on our Hugging Face org. They're standard weights you can load in any app that supports the format, not just Private LLM. - [Mac — 4-bit OmniQuant →](https://huggingface.co/numen-tech/spicyboros-13b-2.2-w4a16g128asym) ## Specifications Parameters 13B Context window 4K tokens License Llama 2 Quantization OmniQuant 4-bit Family Llama 2 13B ## What Spicyboros 13B is good at [uncensored](/models/uncensored) This is an experimental language model called Airoboros 2.2, built on Llama 2 and trained mostly on synthetic data. It is a general purpose model that is good at following instructions, coding, and answering questions using provided context. The model is designed to be less censored and can produce sensitive or NSFW content if asked. ## Which of your devices can run it ### 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) Browse every model that fits [iPhone](/models/best-for-iphone) or [Mac](/models/best-for-mac). ## How to run Spicyboros 13B in Private LLM 1. Download Private LLM from the App Store. 2. Open the in-app model library and choose Spicyboros 13B. 3. Download the model once, then chat fully offline. [![Download Private LLM on the App Store](/app-store/download-badge/en/download.svg)![Download Private LLM on the App Store](/app-store/download-badge/en/download-dark.svg)](/download)[Join our Discord](/discord) ## Variants & related models ![Meta logo](/model-logos/meta.svg) ### Mythomax L2 13B 13B creative 4K contextMac [View details →](/models/mythomax-l2-13b) ![Meta logo](/model-logos/meta.svg) ### Synthia 13B 1.2 13B general 4K contextMac [View details →](/models/synthia-13b-v1.2) ![Meta logo](/model-logos/meta.svg) ### Wizard LM 13B 13B general 4K contextMac [View details →](/models/wizardlm-13b-v1.2) ![Meta logo](/model-logos/meta.svg) ### XWin LM 13B 13B general 4K contextMac [View details →](/models/xwin-lm-13b-v0.1) ![Google Gemma logo](/model-logos/gemma.svg) ### Amoral Gemma 3 1B v2 1B uncensored 33K contextiPhone & iPad · Mac [View details →](/models/amoral-gemma3-1b-v2) ![DeepSeek logo](/model-logos/deepseek.svg) ### DeepSeek R1 Distill Llama 8B Abliterated 8B uncensoredreasoning 131K contextiPhone & iPad · Mac [View details →](/models/deepseek-r1-distill-llama-8b-abliterated) ## Frequently asked questions - Can I run Spicyboros 13B on iPhone? Spicyboros 13B is too large for current iPhones. It runs on Mac with enough unified memory inside Private LLM, fully offline. - Can I run Spicyboros 13B on Mac? Yes. Spicyboros 13B 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), fully on-device in Private LLM. - Does Spicyboros 13B work offline? Yes. Once downloaded in Private LLM, Spicyboros 13B runs 100% on-device — no internet connection, and nothing is sent to any server. - Is Spicyboros 13B free to use? 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 Spicyboros 13B in Private LLM Private LLM has run local AI on iPhone, iPad, and Mac since 2023, before Apple Intelligence existed. Inference happens on your device, so your Spicyboros 13B 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](/en/faq#Why-can-t-Private-LLM-load-models-directly-from-Hugging-Face). ### More from Numen [![Slop or Not app icon](/app-icons/slop-or-not.png) #### Slop or Not Catch AI-written text on iPhone and Mac. The check runs on-device, so nothing you paste gets uploaded. ](https://slopornot.ai)[![Clean Links app icon](/app-icons/clean-links.png) #### Clean Links Strip trackers and clutter from any link before you share it. The cleanup happens on your device. ](https://cleanlinks.app) Specifications and summary come from Spicyboros 13B's [Hugging Face model card](https://huggingface.co/jondurbin/spicyboros-13b-2.2), released under the Llama 2 license. Private LLM ships its own quantized models, built with OmniQuant quantization tuned per model, and isn't affiliated with the model's authors.