---
title: Green-eyedDevil/Monika-320B
url: https://recentmodel.com/models/Green-eyedDevil/Monika-320B/
status: archived · low-signal
published: 2026-11-07T20:48:55Z
updated: 2026-11-11T00:30:14Z
source: https://huggingface.co/Green-eyedDevil/Monika-320B
---

# Green-eyedDevil/Monika-320B

Image text to text model from Green-eyedDevil (HF pipeline tag; the card has no one-line description). Mixture-of-experts, 314B total, 18B active (288 experts, 8 per token). Context: 1M tokens (config). License: cc-by-nc-4.0.


- **Org:** Green-eyedDevil
- **Released:** 2026-11-07
- **Status:** archived · low-signal
- **License:** cc-by-nc-4.0 (restricted)
- **Parameters:** 313.9B total, 18.0B active
- **Architecture:** MoE · 288 experts, 8/token · Glm5NextForConditionalGeneration
- **Context:** 1,048,576 tokens (config.json)
- **Task:** image-text-to-text · vision
- **Signal:** 2 HF likes · 82 downloads
- **Archived:** 2026-11-11 (no longer listed by the collector; stats as last seen)

## Runs on

mixed: real files + estimate; sizing calculation, not tested.

- Q4 ~189.7 GB (estimated): 2× DGX Spark (256GB), Mac 256GB, CPU only, 256GB RAM (slow)
- Q8 ~334.9 GB (estimated): Mac 512GB
- FP16 ~629.5 GB: no listed device

## Links

- [Hugging Face](https://huggingface.co/Green-eyedDevil/Monika-320B)
- [quant: Green-eyedDevil/Monika-320B-NVFP4](https://huggingface.co/Green-eyedDevil/Monika-320B-NVFP4)