Model library

19 families · one private engine

Find the local model with the right instinct.

Every download runs on your Apple hardware. Start with a quick conversational model, bring an image into the loop, give an agent a tool, or build a private semantic index—without turning your work into someone else’s data.

Private by defaultOffline after downloadModel cards on Hugging Face
iPhone & iPad7 families macOS16 families
iPhone & iPad

Small enough to travel.

Model families with downloads configured for the LocalEngine iOS catalog. Some are shared with Mac; their detail page compares both.

Multimodal · Tools

Qwen 3.5

Qwen

0.8B · 2B · 4B

TextVisionTools

The pocket-to-workstation generalist: a single family that can read a screenshot, hold a conversation, and hand structured work to a tool without sending the moment away from your device.

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Multimodal

Gemma 4

Google

E2B · E4B

TextVision

A calm, image-literate lineup for turning what is on the screen into useful language—captioning, explaining, comparing, and drafting without an upload step.

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Reasoning · Tools

Qwen 3.8

Qwen

2B · 4B

TextVisionTools

A reasoning-first branch that feels at home in a plan: it can turn an instruction into a sequence, a function call, or—in its larger form—a vision-aware answer.

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Multimodal · Ternary

Bonsai 2 Small

PrismML

2B · 4B · 9B

TextVisionTools

A pocket garden of ternary vision models: the small Bonsai line pares down the weight format so an iPhone or iPad can keep image-aware chat close at hand.

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On-device · Tools

LFM 2.5

Liquid AI

LFM2.5 2.6B · LFM2.5-VL 1.6B

TextVisionTools

A light-footed on-device pair: one for text agents that think and call tools, another for turning a camera roll, a label, or a sign into an offline conversation.

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Compact · Tools

MiniCPM5

OpenBMB

1B

TextTools

A tiny practicalist: the model to keep ready when the useful answer is a short, private text exchange or a tool action—not a heavyweight production.

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Semantic search · Retrieval

Embeddings

Multiple authors

Qwen3 Embedding 0.6B · Nomic Embed Text v1.5 · BGE Small EN v1.5 · all-MiniLM-L6-v2

EmbeddingsText

The quiet index behind an intelligent library: these models turn notes, documents, and snippets into vectors so a local app can find meaning rather than merely match words.

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macOS

A deeper local bench.

From compact generalists to high-memory workstation models, all backed by LocalEngine’s macOS catalog.

Multimodal · Tools

Qwen 3.5

Qwen

0.8B · 4B · 9B · 27B · 35B-A3B

TextVisionTools

The pocket-to-workstation generalist: a single family that can read a screenshot, hold a conversation, and hand structured work to a tool without sending the moment away from your device.

Explore the family
Multimodal

Gemma 4

Google

E2B · E4B · 12B · 26B-A4B · 31B

TextVision

A calm, image-literate lineup for turning what is on the screen into useful language—captioning, explaining, comparing, and drafting without an upload step.

Explore the family
Reasoning · Tools

Qwen 3.8

Qwen

2B · 4B · 27B

TextVisionTools

A reasoning-first branch that feels at home in a plan: it can turn an instruction into a sequence, a function call, or—in its larger form—a vision-aware answer.

Explore the family
Multimodal · Tools

Qwen 3.6

Qwen

27B · 35B-A3B

TextVisionTools

A Mac-scale visual reasoning line that trades the smallest sizes for more room to read an image, work through a task, and pass the result into a tool-shaped workflow.

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Multimodal · Ternary

Bonsai 2

PrismML

27B

TextVisionTools

The small-tree idea made literal: ternary weights squeeze a vision-and-reasoning family into downloads that leave more of your device free for the rest of your day.

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Agentic coding · Tools

Ornith 1.0

DeepReinforce AI

9B · 35B

TextTools

A codebench companion with the habits of an agent: it reads the assignment, uses a tool, and keeps moving through structured work rather than only narrating it.

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Reasoning · Agentic coding

Ornith 1.5

Ornith AI

9B · 35B-A3B · 397B

TextVisionTools

The taller Ornith: a reasoning-and-coding flock that adds vision, native tools, and a far-reaching flagship for Macs built to carry it.

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Coding · Mixture-of-experts

Laguna XS 2.1

Poolside

33B total · 3B active

TextTools

A compact-looking deep-water coder: 33B total parameters, only 3B active per token, and enough patience for the work that unfolds over many steps.

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Coding · Mixture-of-experts

Laguna S 2.1

Poolside

118B total · 8B active

TextTools

The long-horizon heavyweight: an 118B mixture-of-experts coding model that turns a well-provisioned Mac into a private workshop for stubborn technical problems.

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Agentic · Large scale

DeepSeek V4 Flash

DeepSeek

284B

TextTools

A 284B agentic engine for the rare Mac that can host a private, large-scale thinking partner—five shards of weight for a workspace that refuses to leave the workstation.

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World model · Agents

Qwen AgentWorld

Qwen

35B-A3B

TextTools

A language world model for the rehearsal before the action: it can simulate an agentic environment so plans can be tested, revisited, and improved locally.

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Multimodal · Multi-token prediction

Qwythos

Empero AI

9B v2

TextVisionTools

A vision-language model with a multi-token rhythm: it is built to keep an image-and-text conversation moving with an eye toward responsive local interaction.

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Multimodal · Agentic

Muse Glimmer

Meta Models

30B

TextVisionTools

A 30B multimodal agent that arrives with its perception encoder—the visual sensor and the reasoning engine travelling together in one local kit.

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Typed decisions · API

Clef

Cloudflare

Clef Flash 9B · Clef 27B

DecisionVision

Not a conversationalist but a decisive specialist: ask for a choice, score, classification, or extraction and receive a typed answer meant for a system to act on.

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Semantic search · Retrieval

Embeddings

Multiple authors

Qwen3 Embedding 0.6B · Nomic Embed Text v1.5 · BGE Small EN v1.5 · all-MiniLM-L6-v2

EmbeddingsText

The quiet index behind an intelligent library: these models turn notes, documents, and snippets into vectors so a local app can find meaning rather than merely match words.

Explore the family
Image generation

Qwen Image

Qwen

Qwen-Image 20B

Image generation

A private image studio inside the engine: describe a scene in Chinese or English and let the Mac compose it locally, including text that often survives the trip into pixels.

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A simple guide

Pick the job before the parameter count.

The best local model is the smallest one that can do your work comfortably. Keep a compact model for everyday questions and add a specialist only when its capability earns the storage.

01

Need a first model? Begin with Qwen 3.5 0.8B on phone or Mac.

02

Need to see? Choose a family with the Vision badge—Qwen, Gemma, Bonsai, LFM, and others.

03

Need to find? Add Embeddings for private semantic search instead of using a chat model as an index.