What are the hardware requirements for Qwen3 4B Halo Expert?

Qwen3 4B Halo Expert requires approximately 0.3 GB of VRAM. Quantized variants may run on less VRAM; see the Quantized Models section on this page.

Who developed Qwen3 4B Halo Expert and how large is it?

Qwen3 4B Halo Expert is developed by skundu42, 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 Qwen3 4B Halo Expert?

Qwen3 4B Halo Expert is hosted on Hugging Face and linked from this page. LLM Explorer also lists quantized variants and similar alternatives if available.

Qwen3 4B Halo Expert by skundu42 — VRAM 0.3GB

Name: Qwen3 4B Halo Expert
Author: skundu42

Qwen3 4B Halo Expert is an open-source language model by skundu42. Features: 4b LLM, VRAM: 0.3GB, Instruction-Based, LLM Explorer Score: 0.28.

Arxiv:1910.09700 Base model:adapter:qwen/qwen3-... Base model:qwen/qwen3-4b-instr... Conversational Instruct Lora Peft Region:us Safetensors Sft Trl

Model Card on HF 🤗: https://huggingface.co/skundu42/qwen3-4b-halo-expert

Qwen3 4B Halo Expert Parameters and Internals

LLM Name	Qwen3 4B Halo Expert
Repository 🤗	https://huggingface.co/skundu42/qwen3-4b-halo-expert
Base Model(s)	Qwen3 4B Instruct 2507 Qwen/Qwen3-4B-Instruct-2507
Model Size	4b
Required VRAM	0.3 GB
Updated	2026-09-25
Maintainer	skundu42
Instruction-Based	Yes
Model Files	0.3 GB
Model Architecture	AutoModel
Model Max Length	1010000
Is Biased	none
Tokenizer Class	Qwen2Tokenizer
Padding Token	<\|endoftext\|>
PEFT Type	LORA
LoRA Model	Yes
PEFT Target Modules	up_proj\|q_proj\|v_proj\|gate_proj\|o_proj\|down_proj\|k_proj
LoRA Alpha	128
LoRA Dropout	0.05
R Param	64
Errors	replace

Rank the Qwen3 4B Halo Expert 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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