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@zenlm

Zen LM

Frontier language models from 600M to 480B parameters — edge to cloud. Open weights, Zen architecture.

Zen LM

Frontier language models from 600M to 480B parameters. Open-weight models optimized for edge devices through cloud-scale deployments, built on the Zen architecture with efficient inference via Rust, MLX, and GGUF.

Zen LM develops state-of-the-art language models spanning ten modalities from 600M (embedded) to 480B (frontier research). All models use the Zen architecture with RoPE embeddings, SwiGLU activation, grouped-query attention, and Flash Attention 2. Available through the Hanzo API, Hugging Face, vLLM, and local inference via MLX/GGUF.

Quick Start

# Using the Hanzo API
from hanzo import Client

client = Client()
response = client.chat.completions.create(
    model="zenlm/zen4-pro",
    messages=[{"role": "user", "content": "Hello!"}]
)

# Using Transformers
from transformers import AutoModelForCausalLM, AutoTokenizer
model = AutoModelForCausalLM.from_pretrained("zenlm/zen4-pro")

Model Family

Language Models

Model Parameters Context Use Case
zen-coder-480b 480B (MoE) 256K Frontier code
zen4-max 397B (MoE) 128K Frontier reasoning
zen-max 235B (MoE) 128K Production flagship
zen4-thinking 80B (MoE) 128K Deep reasoning
zen4-coder-pro 80B (MoE) 128K Professional code
zen-voyager 32B 128K Balanced
zen4-mini 8B 128K Fast inference
zen-eco 4B 32K Edge devices
zen-nano 0.6B 8K Embedded

Multimodal

Model Type Description
zen-omni Audio+Vision Hypermodal 30B MoE
zen-vl Vision Vision-language models (4B/8B/30B)
zen-video Video High-quality video synthesis
zen-scribe Speech Speech recognition
zen-translator Translation Real-time multimodal translation

Core Projects

Project Description
zen Zen AI model family -- efficient models for edge and cloud
engine High-performance inference engine -- Rust/MLX/GGUF
gym Unified fine-tuning for 100+ LLMs and VLMs
zen-omni Zen-Omni 30B -- hypermodal AI with MLX/GGUF
docs Documentation and model cards

Ecosystem

Organization Focus Link
Hanzo AI The Open AI Cloud: Enso, agents, MCP, inference github.com/hanzoai
Lux Network Post-quantum blockchain, FHE, multi-consensus github.com/luxfi
Zen LM Frontier language models, 600M-480B parameters github.com/zenlm
Zoo Labs Open AI research, DeSci, 501(c)(3) foundation github.com/zoo-labs
Lux FHE Fully homomorphic encryption research + SDK github.com/luxfhe
Lux C++ High-performance C++ libraries github.com/luxcpp
Hanzo KMS Enterprise secret management github.com/hanzokms
Hanzo ID Identity, OAuth2/OIDC, WebAuthn github.com/hanzoid

Links

  • Papers -- 329+ research papers
  • Stats -- 38,906+ commits, 59M net LOC
  • Security -- cryptographic audit trail
  • History -- 2008-2026 timeline

Resources

Apache 2.0 for code, model-specific licenses for weights.

Co-developed by Hanzo AI and Zoo Labs

Popular repositories Loading

  1. engine engine Public

    High-performance inference engine — Rust/MLX/GGUF

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  2. zen-dub zen-dub Public

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  3. vjepa2 vjepa2 Public

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    PyTorch code and models for VJEPA2 self-supervised learning from video.

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  4. zen zen Public

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  5. zen5-engine zen5-engine Public

    Zen5 inference engine. Fork of antirez/ds4 (DeepSeek V4 Flash native runtime) rebranded for the Zen LLM family.

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  6. enso enso Public

    Enso Diffusion: Multimodal Mixture of Unbound Experts (MUEN) — unifying text, vision, and audio through diffusion-based intelligence.

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Repositories

Showing 10 of 91 repositories
  • .github Public

    Zen LM organization profile and community health files

    0 0 0 0 Updated Oct 26, 2026
  • zen-blog Public

    Zen Blog 4B - Blog and article writing

    zenlm/zen-blog's past year of commit activity
    MDX 0 Apache-2.0 0 0 0 Updated Oct 17, 2026
  • zen-embedding-2 Public

    Zen Embedding 2: one embedding space for text, code, images, video and audio

    zenlm/zen-embedding-2's past year of commit activity
    0 Apache-2.0 0 0 0 Updated Oct 12, 2026
  • zen6-flash Public

    Zen6 Flash — 27B Ultra-Compact Ternary Vision-Language Model (PQ2_0, DFlash2, Metal & Unified Memory Native)

    zenlm/zen6-flash's past year of commit activity
    0 Apache-2.0 0 0 0 Updated Oct 1, 2026
  • zen6-coder Public

    Zen6 Coder — 38B-Class Frontier Agentic MoE (Halogen W4B, GGUF UD-IQ4_XS, AMD Strix Halo Native)

    Python 0 0 0 0 Updated Oct 1, 2026
  • zen6 Public

    Zen6 — Flagship 27B Frontier Dense Model (NVFP4, DFlash2 1M, Blackwell & SGLang Native)

    Python 0 Apache-2.0 0 0 0 Updated Oct 1, 2026
  • zen5-engine Public

    Zen5 inference engine. Fork of antirez/ds4 (DeepSeek V4 Flash native runtime) rebranded for the Zen LLM family.

    zenlm/zen5-engine's past year of commit activity
    C 2 MIT 0 0 0 Updated Oct 1, 2026
  • zen5 Public

    zen5 MoDE — Mixture of Diverse Experts. 3.1T params, 0.8-100B+ active, complexity-aware routing across 6 model families.

    zenlm/zen5's past year of commit activity
    Python 0 Apache-2.0 0 0 0 Updated Oct 1, 2026
  • zen-world Public

    Zen World — 3D world & scene generation (WIP; permissive: Wan2.2 + TRELLIS)

    zenlm/zen-world's past year of commit activity
    0 Apache-2.0 0 0 0 Updated Oct 1, 2026
  • zen-voyager Public

    Zen Voyager — explorable, navigable world generation (WIP; permissive: Wan2.2 + TRELLIS)

    zenlm/zen-voyager's past year of commit activity
    0 Apache-2.0 0 0 0 Updated Oct 1, 2026

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