What are the hardware requirements for GhostShell 4B?

GhostShell 4B requires approximately 15.9 GB of VRAM. Quantized variants may run on less VRAM; see the Quantized Models section on this page.

Who developed GhostShell 4B and how large is it?

GhostShell 4B is developed by DuoNeural, a model with 4b 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 GhostShell 4B?

GhostShell 4B is hosted on Hugging Face and linked from this page. LLM Explorer also lists quantized variants and similar alternatives if available.

GhostShell 4B by DuoNeural — VRAM 15.9GB

Name: GhostShell 4B
Author: DuoNeural

GhostShell 4B is an open-source language model by DuoNeural. Features: 4b LLM, VRAM: 15.9GB, License: gemma, Quantized, LLM Explorer Score: 0.24.

Abliteration Conversational En Endpoints compatible Gemma Gemma-4 Gemma4 Gguf Q4 Quantized Region:us Safetensors Sharded Tensorflow Uncensored

Model Card on HF 🤗: https://huggingface.co/DuoNeural/GhostShell-4B

GhostShell 4B Parameters and Internals

LLM Name	GhostShell 4B
Repository 🤗	https://huggingface.co/DuoNeural/GhostShell-4B
Base Model(s)	google/gemma-4-e4b-it google/gemma-4-e4b-it
Model Size	4b
Required VRAM	15.9 GB
Updated	2026-08-08
Maintainer	DuoNeural
Model Type	gemma4
Model Files	5.3 GB 8.0 GB 5.6 GB: 1-of-4 5.0 GB: 2-of-4 5.0 GB: 3-of-4 0.3 GB: 4-of-4
Supported Languages	en
GGUF Quantization	Yes
Quantization Type	gguf\|q4\|q4_k
Model Architecture	Gemma4ForConditionalGeneration
License	gemma
Transformers Version	5.6.0.dev0
Tokenizer Class	GemmaTokenizer
Padding Token	<pad>

Rank the GhostShell 4B 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 GhostShell 4B

Best Alternatives	Context / RAM	Downloads	Likes
CloudSurf 4B FC	0K / 15.9 GB	1321	2
Darwin 4B Genesis	0K / 15 GB	672	29
Tema Q X4 4B Thinking	0K / 10.2 GB	15	1

Note: green Score (e.g. "73.2") means that the model is better than DuoNeural/GhostShell-4B.