Model-card facts
Publisher docs can identify a model variant, declared inputs, license, and configuration. Values are shown only when checked against the linked source.
On-device AI model catalog
Publisher facts, source links, and clear evidence boundaries
This catalog links selected model entries to publisher documentation. A model card can document a variant, input type, license, or configured context. Those facts do not establish that the weights run on a particular phone, work with a particular runtime, or are integrated into a Cove app.
We mark fields as undisclosed or unverified when the linked primary source does not establish them. Check the model catalog for field-level notes, then evaluate the exact artifact, runtime, task, and target device before relying on it.
What the evidence does and does not establish
Device compatibility
Weights alone do not prove support for a phone, operating system, runtime, conversion, or quantization. Verify each exact combination.
App integration
A model card does not show that a Cove app ships or uses that model. Integrations need separate implementation and device evidence.
Gemma 4 E2B-it
Publisher source · phone compatibility unverified Microsoft Phi-4 multimodal Microsoft ResearchPhi-4-multimodal
Publisher source · phone compatibility unverified Apple Foundation Models AppleSystemLanguageModel (OS-managed)
Publisher source · phone compatibility unverified Llama 3.2 1B / 3B Meta AILlama 3.2 1B / 3B
Publisher source · phone compatibility unverified Qwen 3.5 2B Alibaba CloudQwen3.5-2B
Publisher source · phone compatibility unverified Ministral 3 Mistral AIMinistral 3 v25.12
Publisher source · phone compatibility unverified DeepSeek R1 Distill (Qwen 1.5B) DeepSeekDeepSeek-R1-Distill-Qwen-1.5B
Publisher source · phone compatibility unverified MiniCPM-V 4.0 ModelBest / OpenBMBMiniCPM-V 4.0
Publisher source · phone compatibility unverifiedCove app areas and release status
These cards describe Cove products and their release status. They do not claim integration of the models listed above.
Cove Travel — v1.0 prepared; awaiting release setup. Model integration is not verified here.
Cove Voice — in development. Model integration is not verified here.
Cove Photo — v1.0 prepared; awaiting release setup. Model integration is not verified here.
Cove Health — awaiting real-device validation. Model integration is not verified here.
Engineering guides
Evidence-constrained guides for choosing, measuring, and integrating on-device AI.
- On-Device AI vs Cloud AI →
- On-Device AI RAM Requirements →
- LiteRT-LM vs llama.cpp on Android →
- On-Device RAG on Android →
Browse all engineering guides →