What are the hardware requirements for StandardOne 3B LoRA?

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

Who developed StandardOne 3B LoRA and how large is it?

StandardOne 3B LoRA is developed by StandardThinking, 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 StandardOne 3B LoRA?

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

StandardOne 3B LoRA by StandardThinking — VRAM 0.1GB

Name: StandardOne 3B LoRA
Author: StandardThinking

StandardOne 3B LoRA is an open-source language model by StandardThinking. Features: 3b LLM, VRAM: 0.1GB, License: apache-2.0, Instruction-Based, LLM Explorer Score: 0.29.

Adapter Base model:adapter:mistralai/m... Base model:mistralai/ministral... Calibration Decision-model Decode-free En Finetuned Instruct Jev Jevbench Ko Lora Mistral3 Peft Region:us Safetensors Typed-decisions

Model Card on HF 🤗: https://huggingface.co/StandardThinking/StandardOne-3B-LoRA

StandardOne 3B LoRA Parameters and Internals

LLM Name	StandardOne 3B LoRA
Repository 🤗	https://huggingface.co/StandardThinking/StandardOne-3B-LoRA
Base Model(s)	...istral 3 3B Instruct 2512 BF16 mistralai/Ministral-3-3B-Instruct-2512-BF16
Model Size	3b
Required VRAM	0.1 GB
Updated	2026-09-27
Maintainer	StandardThinking
Instruction-Based	Yes
Model Files	0.1 GB
Supported Languages	en ko
Model Architecture	Adapter
License	apache-2.0
Is Biased	none
PEFT Type	LORA
LoRA Model	Yes
PEFT Target Modules	v_proj\|gate_proj\|up_proj\|down_proj\|q_proj\|o_proj\|k_proj
LoRA Alpha	32
LoRA Dropout	0
R Param	16

Rank the StandardOne 3B LoRA capabilities

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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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