What are the hardware requirements for CYPHER GUARD 3B?

CYPHER GUARD 3B requires approximately 0.1 GB of VRAM. Quantized variants may run on less VRAM; see the Quantized Models section on this page.

Who developed CYPHER GUARD 3B and how large is it?

CYPHER GUARD 3B is developed by SkyMatrixWorld-07, a model with 3b 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 CYPHER GUARD 3B?

CYPHER GUARD 3B is hosted on Hugging Face and linked from this page. LLM Explorer also lists quantized variants and similar alternatives if available.

CYPHER GUARD 3B by SkyMatrixWorld-07 — VRAM 0.1GB

Name: CYPHER GUARD 3B
Author: SkyMatrixWorld-07

CYPHER GUARD 3B is an open-source language model by SkyMatrixWorld-07. Features: 3b LLM, VRAM: 0.1GB, Instruction-Based, LLM Explorer Score: 0.28.

Arxiv:1910.09700 Base model:adapter:qwen/qwen2.... Base model:qwen/qwen2.5-3b-ins... Conversational Instruct Lora Peft Region:us Safetensors

Model Card on HF 🤗: https://huggingface.co/SkyMatrixWorld-07/CYPHER-GUARD-3B

CYPHER GUARD 3B Parameters and Internals

LLM Name	CYPHER GUARD 3B
Repository 🤗	https://huggingface.co/SkyMatrixWorld-07/CYPHER-GUARD-3B
Base Model(s)	Qwen/Qwen2.5-3B-Instruct Qwen/Qwen2.5-3B-Instruct
Model Size	3b
Required VRAM	0.1 GB
Updated	2026-08-14
Maintainer	SkyMatrixWorld-07
Instruction-Based	Yes
Model Files	0.1 GB
Model Architecture	AutoModel
Model Max Length	131072
Is Biased	none
Tokenizer Class	Qwen2Tokenizer
Padding Token	<\|im_end\|>
PEFT Type	LORA
LoRA Model	Yes
PEFT Target Modules	q_proj\|v_proj\|o_proj\|down_proj\|up_proj\|gate_proj\|k_proj
LoRA Alpha	32
LoRA Dropout	0.05
R Param	16
Errors	replace

Rank the CYPHER GUARD 3B 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

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