What are the hardware requirements for Klyrune 2B Cyber?

Klyrune 2B Cyber requires approximately 5 GB of VRAM and supports a context window of 128K tokens. Quantized variants may run on less VRAM; see the Quantized Models section on this page.

Who developed Klyrune 2B Cyber and how large is it?

Klyrune 2B Cyber is developed by Jahirrrr, a model with 2b 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 Klyrune 2B Cyber?

Klyrune 2B Cyber is hosted on Hugging Face and linked from this page. LLM Explorer also lists quantized variants and similar alternatives if available.

Klyrune 2B Cyber by Jahirrrr — VRAM 5GB, 128K context

Name: Klyrune 2B Cyber
Author: Jahirrrr

Klyrune 2B Cyber is an open-source language model by Jahirrrr. Features: 2b LLM, VRAM: 5GB, Context: 128K, Instruction-Based.

Base model:finetune:jahirrrr/k... Base model:jahirrrr/klyrune-2b... Code-analysis Conversational Cybersecurity En Endpoints compatible Instruct Instruction-tuned Llama Polyvor-labs Region:us Research Safetensors Secure-coding Sharded Tensorflow Vulnerability-analysis

Model Card on HF 🤗: https://huggingface.co/Jahirrrr/Klyrune-2B-Cyber

Klyrune 2B Cyber Parameters and Internals

LLM Name	Klyrune 2B Cyber
Repository 🤗	https://huggingface.co/Jahirrrr/Klyrune-2B-Cyber
Base Model(s)	Klyrune 2B Coder Jahirrrr/Klyrune-2B-Coder
Model Size	2b
Required VRAM	5 GB
Updated	2026-11-02
Maintainer	Jahirrrr
Model Type	llama
Instruction-Based	Yes
Model Files	4.0 GB: 1-of-2 1.0 GB: 2-of-2
Supported Languages	en
Model Architecture	LlamaForCausalLM
Context Length	131072
Model Max Length	131072
Transformers Version	5.7.0
Tokenizer Class	TokenizersBackend
Padding Token	</s>
Vocabulary Size	130560

Rank the Klyrune 2B Cyber 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 Klyrune 2B Cyber

Best Alternatives	Context / RAM	Downloads	Likes
...iniCPM5 2B SFT Pashto Instruct	128K / 5 GB	1076	0
MiniCPM5 2B Claude Fable5	128K / 5.1 GB	391	1
...aude Fable5 1 Thinking Agentic	128K / 5 GB	250	1
Aitana 2B SI Instruct	8K / 4.5 GB	52	0
Aitana 2B SI Instruct Aligned	8K / 4.5 GB	19	0
Aitana 2B S IP Instruct	8K / 4.5 GB	13	0
Aitana 2B S Instruct Aligned	8K / 6.9 GB	10	0
SmolLM2 MedIT Upscale 2B	8K / 4.2 GB	6	5
Salamandra 2B Fft Trenes	8K / 4.5 GB	32	0
Salamandra 2B Instruct	8K / 4.5 GB	3757	28

Note: green Score (e.g. "73.2") means that the model is better than Jahirrrr/Klyrune-2B-Cyber.