What are the hardware requirements for CySearchAssist Mesh 0.5B?

CySearchAssist Mesh 0.5B requires approximately 1 GB of VRAM and supports a context window of 32K tokens. Quantized variants may run on less VRAM; see the Quantized Models section on this page.

Who developed CySearchAssist Mesh 0.5B and how large is it?

CySearchAssist Mesh 0.5B is developed by cyberalien, a model with 0.5b 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 CySearchAssist Mesh 0.5B?

CySearchAssist Mesh 0.5B is hosted on Hugging Face and linked from this page. LLM Explorer also lists quantized variants and similar alternatives if available.

CySearchAssist Mesh 0.5B by cyberalien — VRAM 1GB, 32K context

Name: CySearchAssist Mesh 0.5B
Author: cyberalien

CySearchAssist Mesh 0.5B is an open-source language model by cyberalien. Features: 0.5b LLM, VRAM: 1GB, Context: 32K, License: apache-2.0, Instruction-Based, LLM Explorer Score: 0.29.

Base model:finetune:qwen/qwen2... Base model:qwen/qwen2.5-0.5b-i... Conversational De En Endpoints compatible Es Fr Instruct It Mesh-search Query-rewriting Qwen2 Region:us Safetensors Unreal-engine

Model Card on HF 🤗: https://huggingface.co/cyberalien/CySearchAssist-Mesh-0.5B

CySearchAssist Mesh 0.5B Parameters and Internals

LLM Name	CySearchAssist Mesh 0.5B
Repository 🤗	https://huggingface.co/cyberalien/CySearchAssist-Mesh-0.5B
Base Model(s)	Qwen/Qwen2.5-0.5B-Instruct Qwen/Qwen2.5-0.5B-Instruct
Model Size	0.5b
Required VRAM	1 GB
Updated	2026-10-02
Maintainer	cyberalien
Model Type	qwen2
Instruction-Based	Yes
Model Files	1.0 GB
Supported Languages	en fr es de it
Model Architecture	Qwen2ForCausalLM
License	apache-2.0
Context Length	32768
Model Max Length	32768
Transformers Version	4.57.1
Tokenizer Class	Qwen2Tokenizer
Padding Token	<\|im_end\|>
Vocabulary Size	151936
Errors	replace

Rank the CySearchAssist Mesh 0.5B 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 CySearchAssist Mesh 0.5B

Best Alternatives	Context / RAM	Downloads	Likes
Qwen2 0.5B Abyme Merge3	128K / 1.3 GB	28	1
Qwen2 0.5B Abyme Merge2	128K / 0.3 GB	21	0
Qwen2.5 0.5B Instruct	64K / 1 GB	16	0
Qwen2.5 0.5B Abliterated	32K / 1.3 GB	1450	1
Qwen2.5 0.5B Instruct	32K / 1 GB	6324790	572
Sawyer 0.5B	32K / 1 GB	474	3
Qwen2.5 0.5B Grounded Sft	32K / 1 GB	728	1
Qwen2.5 0.5B Grounded Rloo	32K / 1 GB	705	1
Parchi V2	32K / 1 GB	538	0
Qwen2.5 0.5B Sukshma	32K / GB	587	1

Note: green Score (e.g. "73.2") means that the model is better than cyberalien/CySearchAssist-Mesh-0.5B.