What are the hardware requirements for Monika 320B NVFP4?

Monika 320B NVFP4 requires approximately 171 GB of VRAM. Quantized variants may run on less VRAM; see the Quantized Models section on this page.

Who developed Monika 320B NVFP4 and how large is it?

Monika 320B NVFP4 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 NVFP4?

Monika 320B NVFP4 is hosted on Hugging Face and linked from this page. LLM Explorer also lists quantized variants and similar alternatives if available.

Monika 320B NVFP4 by Green-eyedDevil — VRAM 171GB

Name: Monika 320B NVFP4
Author: Green-eyedDevil

Monika 320B NVFP4 is an open-source language model by Green-eyedDevil. Features: 320b LLM, VRAM: 171GB, License: cc-by-nc-4.0.

8-bit Base model:green-eyeddevil/mon... Base model:quantized:green-eye... Compressed-tensors Conversational En Glm5 next Image-text-to-text Region:us Safetensors Sharded Tensorflow

Model Card on HF 🤗: https://huggingface.co/Green-eyedDevil/Monika-320B-NVFP4

Monika 320B NVFP4 Parameters and Internals

LLM Name	Monika 320B NVFP4
Repository 🤗	https://huggingface.co/Green-eyedDevil/Monika-320B-NVFP4
Base Model(s)	Monika 320B Green-eyedDevil/Monika-320B
Model Size	320b
Required VRAM	171 GB
Updated	2026-11-09
Maintainer	Green-eyedDevil
Model Type	glm5_next
Model Files	2.9 GB: 1-of-120 4.2 GB: 4-of-120 4.2 GB: 7-of-120 4.2 GB: 9-of-120 4.2 GB: 12-of-120 4.2 GB: 15-of-120 4.2 GB: 18-of-120 4.1 GB: 20-of-120 0.1 GB: 21-of-120 4.2 GB: 23-of-120 4.2 GB: 26-of-120 4.3 GB: 29-of-120 4.2 GB: 32-of-120 4.2 GB: 34-of-120 4.2 GB: 37-of-120 4.2 GB: 40-of-120 4.2 GB: 43-of-120 4.2 GB: 45-of-120 4.2 GB: 48-of-120 4.2 GB: 51-of-120 4.2 GB: 54-of-120 4.1 GB: 56-of-120 0.1 GB: 57-of-120 4.2 GB: 59-of-120 4.2 GB: 62-of-120 4.2 GB: 65-of-120 4.2 GB: 68-of-120 4.2 GB: 70-of-120 4.2 GB: 73-of-120 4.2 GB: 76-of-120 4.2 GB: 79-of-120 4.2 GB: 81-of-120 4.2 GB: 84-of-120 4.2 GB: 87-of-120 4.2 GB: 90-of-120 4.2 GB: 92-of-120 4.2 GB: 95-of-120 4.2 GB: 98-of-120 4.2 GB: 101-of-120 4.2 GB: 103-of-120 0.0 GB: 106-of-120 4.2 GB: 109-of-120 4.2 GB: 112-of-120 4.1 GB: 114-of-120 0.1 GB: 115-of-120
Supported Languages	en
Model Architecture	Glm5NextForConditionalGeneration
License	cc-by-nc-4.0
Transformers Version	5.16.0

Rank the Monika 320B NVFP4 capabilities

Have you tried this model? Rate its performance — this feedback helps the ML community find the right model for their needs.

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 NVFP4

Best Alternatives	Context / RAM	Downloads	Likes
Tev 320B	0K / 565.5 GB	334	12
Monika 320B	0K / 596.1 GB	62	2

Note: green Score (e.g. "73.2") means that the model is better than Green-eyedDevil/Monika-320B-NVFP4.