What are the hardware requirements for Orenis 3B Light Max?

Orenis 3B Light Max requires approximately 6.2 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 Orenis 3B Light Max and how large is it?

Orenis 3B Light Max is developed by RandomFrontlines, 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 Orenis 3B Light Max?

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

Orenis 3B Light Max by RandomFrontlines — VRAM 6.2GB, 32K context

Name: Orenis 3B Light Max
Author: RandomFrontlines

Orenis 3B Light Max is an open-source language model by RandomFrontlines. Features: 3b LLM, VRAM: 6.2GB, Context: 32K, License: apache-2.0, Instruction-Based, LLM Explorer Score: 0.31.

Anti-sycophancy Base model:finetune:qwen/qwen2... Base model:qwen/qwen2.5-3b-ins... Conversational En Instruct Orencraft-labs Orenis Qwen2 Region:us Safetensors Search-grounding Tool-use

Model Card on HF 🤗: https://huggingface.co/RandomFrontlines/Orenis-3B-Light-Max

Orenis 3B Light Max Parameters and Internals

LLM Name	Orenis 3B Light Max
Repository 🤗	https://huggingface.co/RandomFrontlines/Orenis-3B-Light-Max
Base Model(s)	Qwen/Qwen2.5-3B-Instruct Qwen/Qwen2.5-3B-Instruct
Model Size	3b
Required VRAM	6.2 GB
Updated	2026-09-07
Maintainer	RandomFrontlines
Model Type	qwen2
Instruction-Based	Yes
Model Files	6.2 GB
Supported Languages	en
Model Architecture	Qwen2ForCausalLM
License	apache-2.0
Context Length	32768
Model Max Length	32768
Transformers Version	5.16.1
Tokenizer Class	Qwen2Tokenizer
Padding Token	<\|endoftext\|>
Vocabulary Size	151936
Errors	replace

Rank the Orenis 3B Light Max 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 Orenis 3B Light Max

Best Alternatives	Context / RAM	Downloads	Likes
VibeThinker 3B	128K / 6.2 GB	52745	806
VibeThinker 3B	128K / 6.2 GB	361	0
Saba2 3B	128K / 6.2 GB	6	0
Tessa T1 3B	117K / 6.2 GB	10	5
UIGEN T1.5 3B	117K / 6.2 GB	7	1
Qwen2.5 3B Instruct	32K / 6.2 GB	5889234	545
...er 3B Instruct Spider Sft Grpo	32K / 6.2 GB	940	1
AetherSearch SFT	32K / 6.2 GB	493	1
SearchQwen2.5 3B	32K / 6.8 GB	444	3
TRACE Mix Qwen2.5 3B Instruct	32K / 6.8 GB	361	2

Note: green Score (e.g. "73.2") means that the model is better than RandomFrontlines/Orenis-3B-Light-Max.