Research Papers

Technical whitepapers for the Zen model family — frontier AI from 600M to 1T+ parameters, co-developed by Hanzo AI and Zoo Labs.

January 14, 2025

The Zen AI Model Family

Democratizing AI Through Efficient Architecture

Technical overview of the full Zen model family and architecture whitepaper covering 600M to 1T+ parameters.

OverviewArchitectureModel Family

January 19, 2025

Zen Coder: Agentic Code Generation

4B–1T Parameter Code Generation

Code generation models with agentic capabilities across parameter scales from 4B to 1T.

CoderCode GenerationAgentic

January 21, 2025

Zen-Omni: Multimodal Text Model

Multimodal Text Understanding and Generation

Multimodal text understanding and generation across modalities in a unified architecture.

OmniMultimodalText

January 31, 2025

Zen-Next: Flagship Model

Next-Generation Frontier Model

Flagship model technical report covering architecture innovations and benchmark results.

FlagshipNext-GenModel

January 24, 2025

Zen-Nano: Mobile and IoT Intelligence

Ultra-Efficient Models for Edge Deployment

Ultra-efficient models for mobile and IoT deployment with minimal resource requirements.

NanoMobileEdge

January 24, 2025

Zen-Eco: Consumer Hardware Models

Optimized for Consumer-Grade Hardware

Models optimized for consumer-grade hardware with excellent quality-to-compute ratio.

EcoConsumerEfficient

January 27, 2025

Zen-Artist: Text-to-Image Generation

High-Quality Image Synthesis

Text-to-image generation model with high-quality synthesis and fine-grained artistic control.

ArtistText-to-ImageGeneration

January 27, 2025

Zen-Artist-Edit: Image Editing

Instruction-Following Image Editing and Inpainting

Image editing and inpainting with instruction-following for precise, controllable modifications.

ArtistImage EditingInpainting

January 29, 2025

Zen-Designer: Design Generation

Instruction-Following Design Model

Instruction-following design generation for professional creative workflows.

DesignerInstructDesign

January 29, 2025

Zen-Designer-Thinking: Visual Reasoning

Visual Reasoning and Design Analysis

Visual reasoning and analysis for design tasks with chain-of-thought design understanding.

DesignerVisual ReasoningAnalysis

January 31, 2025

Zen-Scribe: Speech Recognition

Multi-Language Speech-to-Text

Speech recognition and transcription with multi-language support and high accuracy.

ScribeSpeechTranscription

February 4, 2025

Zen-Guard: Safety Moderation

Multilingual AI Safety and Content Moderation

Safety and content moderation across languages for responsible AI deployment.

GuardSafetyModeration

February 9, 2025

Zen-Reranker: 7680-Dim Embeddings

Semantic Optimization with BitDelta Compression

High-dimensional embeddings with BitDelta compression for semantic search and retrieval.

RerankerEmbeddingsBitDelta

All papers © Hanzo AI Inc and Zoo Labs Foundation. zenlm.org