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zenlm/zen5-nano-9B-gguf overview

Zen5 Nano 9B Edge / on device tier of the Zen5 https://zenlm.org family. Multimodal dense vision language model image + text in text out at the 9B scale, qwen3…

transformerssafetensorsqwen3_5image-text-to-textzen5zen5-nanozen5-nano-9Bzenlmhanzomultimodalvision-languageedgeconversationalenzhbase_model:Qwen/Qwen3.5-9Bbase_model:finetune:Qwen/Qwen3.5-9Blicense:apache-2.0endpoints_compatibleregion:us
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image-text-to-text
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Model Details

Model IDzenlm/zen5-nano-9B-gguf
Authorzenlm
Pipelineimage-text-to-text
Licenseapache-2.0
Base modelQwen/Qwen3.5-9B
Last modified2026-07-14T09:03:27.000Z

Model README

---

license: apache-2.0

base_model: Qwen/Qwen3.5-9B

library_name: transformers

pipeline_tag: image-text-to-text

language:

  • en
  • zh

tags:

  • zen5
  • zen5-nano
  • zen5-nano-9B
  • zenlm
  • hanzo
  • qwen3_5
  • multimodal
  • vision-language
  • edge

---

Zen5 Nano 9B

Edge / on-device tier of the Zen5 family. Multimodal dense vision-language model (image + text in -> text out) at the 9B scale, qwen3_5 architecture, tuned for fast inference on laptops, phones, and consumer GPUs.

Repackaged from Qwen/Qwen3.5-9B (apache-2.0, Alibaba Qwen). Native HuggingFace safetensors (Qwen3_5ForConditionalGeneration), re-hosted under the Zen5 nano line. Not trained from scratch — a permissively-licensed redistribution for the OSS-clean Zen model line.

Zen5 nano ladder — pick by hardware budget:

| SKU | Params | Base | Fit |

|---|---|---|---|

| zen5-nano-0.8B | 0.8B | Qwen3.5-0.8B | Raspberry Pi 5 / phone CPU / browser WASM |

| zen5-nano-2B | 2B | Qwen3.5-2B | low-end iGPU / 8 GB RAM laptop |

| zen5-nano-4B | 4B | Qwen3.5-4B | 16 GB RAM laptop / mobile NPU |

| zen5-nano-9B | 9B | Qwen3.5-9B | 24 GB+ unified RAM / consumer GPU |

The larger Zen5 tiers (zen5-flash, zen5, zen5-pro, zen5-max, zen5-coder) cover everything from agentic-default to frontier-quality multi-GPU.

Files

Native HuggingFace safetensors. Load with transformers following the upstream Qwen/Qwen3.5-9B recipe, or fetch directly:

hf download zenlm/zen5-nano-9B-gguf --local-dir zen5-nano-9B-gguf

Run

Hosted via the Hanzo gateway (api.hanzo.ai) as zen5-nano-9B.

License

apache-2.0. Upstream: Qwen/Qwen3.5-9B by Alibaba Qwen. This repository redistributes the weights under the same license.

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