What are the hardware requirements for Monika 320B?

Monika 320B requires approximately 596.1 GB of VRAM. Quantized variants may run on less VRAM; see the Quantized Models section on this page.

Who developed Monika 320B and how large is it?

Monika 320B is developed by Green-eyedDevil, a model with 320b parameters. The model is published as open weights on Hugging Face and indexed on LLM Explorer with full benchmark history.

Where can I download or evaluate Monika 320B?

Monika 320B is hosted on Hugging Face and linked from this page. LLM Explorer also lists quantized variants and similar alternatives if available.

Monika 320B by Green-eyedDevil — VRAM 596.1GB

Name: Monika 320B
Author: Green-eyedDevil

Monika 320B is an open-source language model by Green-eyedDevil. Features: 320b LLM, VRAM: 596.1GB, License: cc-by-nc-4.0.

Base model:finetune:zai-org/gl... Base model:zai-org/glm-5.3-fla... Conversational En Glm5 next Image-text-to-text Region:us Safetensors Sharded Tensorflow

Model Card on HF 🤗: https://huggingface.co/Green-eyedDevil/Monika-320B

Monika 320B Parameters and Internals

LLM Name	Monika 320B
Repository 🤗	https://huggingface.co/Green-eyedDevil/Monika-320B
Base Model(s)	zai-org/GLM-5.3-Flash zai-org/GLM-5.3-Flash
Model Size	320b
Required VRAM	596.1 GB
Updated	2026-11-09
Maintainer	Green-eyedDevil
Model Type	glm5_next
Model Files	3.7 GB: 1-of-120 14.8 GB: 4-of-120 14.8 GB: 7-of-120 14.8 GB: 9-of-120 14.8 GB: 12-of-120 14.8 GB: 15-of-120 14.8 GB: 18-of-120 14.7 GB: 20-of-120 0.1 GB: 21-of-120 14.8 GB: 23-of-120 14.8 GB: 26-of-120 15.4 GB: 29-of-120 14.8 GB: 32-of-120 14.8 GB: 34-of-120 14.8 GB: 37-of-120 14.8 GB: 40-of-120 14.8 GB: 43-of-120 14.8 GB: 45-of-120 14.8 GB: 48-of-120 14.8 GB: 51-of-120 14.8 GB: 54-of-120 14.6 GB: 56-of-120 0.2 GB: 57-of-120 14.8 GB: 59-of-120 14.8 GB: 62-of-120 14.8 GB: 65-of-120 14.8 GB: 68-of-120 14.8 GB: 70-of-120 14.8 GB: 73-of-120 14.8 GB: 76-of-120 14.8 GB: 79-of-120 14.8 GB: 81-of-120 14.8 GB: 84-of-120 14.8 GB: 87-of-120 14.8 GB: 90-of-120 14.8 GB: 92-of-120 14.8 GB: 95-of-120 14.8 GB: 98-of-120 14.8 GB: 101-of-120 14.8 GB: 103-of-120 0.0 GB: 106-of-120 14.8 GB: 109-of-120 14.8 GB: 112-of-120 14.6 GB: 114-of-120
Supported Languages	en
Model Architecture	Glm5NextForConditionalGeneration
License	cc-by-nc-4.0
Transformers Version	5.16.0

Rank the Monika 320B capabilities

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Instruction Following and Task Automation
Factuality and Completeness of Knowledge
Censorship and Alignment
Data Analysis and Insight Generation
Text Generation
Text Summarization and Feature Extraction
Code Generation
Multi-Language Support and Translation

Best Alternatives to Monika 320B

Best Alternatives	Context / RAM	Downloads	Likes
Tev 320B	0K / 565.5 GB	334	12
Monika 320B NVFP4	0K / 171 GB	30	1

Note: green Score (e.g. "73.2") means that the model is better than Green-eyedDevil/Monika-320B.