What are the hardware requirements for Astral Arcanist 12B?

Astral Arcanist 12B requires approximately 24.5 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 Astral Arcanist 12B and how large is it?

Astral Arcanist 12B is developed by Vortex5, a model with 12b 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 Astral Arcanist 12B?

Astral Arcanist 12B is hosted on Hugging Face and linked from this page. LLM Explorer also lists quantized variants and similar alternatives if available.

Astral Arcanist 12B by Vortex5 — VRAM 24.5GB, 128K context

Name: Astral Arcanist 12B
Author: Vortex5

Astral Arcanist 12B is an open-source language model by Vortex5. Features: 12b LLM, VRAM: 24.5GB, Context: 128K, License: apache-2.0, LLM Explorer Score: 0.24.

Base model:merge:vortex5/auror... Base model:merge:vortex5/darkl... Base model:merge:vortex5/red-s... Base model:merge:vortex5/stell... Base model:vortex5/aurora-mira... Base model:vortex5/darklit-mai... Base model:vortex5/red-synthes... Base model:vortex5/stellar-wit... Conversational Endpoints compatible Merge Mergekit Mistral Region:us Roleplay Safetensors Sharded Tensorflow

Model Card on HF 🤗: https://huggingface.co/Vortex5/Astral-Arcanist-12B

Astral Arcanist 12B Parameters and Internals

LLM Name	Astral Arcanist 12B
Repository 🤗	https://huggingface.co/Vortex5/Astral-Arcanist-12B
Base Model(s)	Stellar Witch 12B Red Synthesis 12B Aurora Mirage 12B Darklit Maiden 12B Vortex5/Stellar-Witch-12B Vortex5/Red-Synthesis-12B Vortex5/Aurora-Mirage-12B Vortex5/Darklit-Maiden-12B
Model Size	12b
Required VRAM	24.5 GB
Updated	2026-07-22
Maintainer	Vortex5
Model Type	mistral
Model Files	4.9 GB: 1-of-5 4.9 GB: 2-of-5 4.9 GB: 3-of-5 4.9 GB: 4-of-5 4.9 GB: 5-of-5
Model Architecture	MistralForCausalLM
License	apache-2.0
Context Length	131072
Model Max Length	131072
Transformers Version	4.56.2
Tokenizer Class	PreTrainedTokenizerFast
Vocabulary Size	131075

Rank the Astral Arcanist 12B 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

Best Alternatives to Astral Arcanist 12B

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...r Nemo 12B Instruct R 21 09 24	1000K / 24.5 GB	396277	141
MN 12B Mag Mell R1	1000K / 24.5 GB	69558	238
Riverfish Rocinante 12B SFT	1000K / 49.4 GB	166	1
Riverfish Rocinante 12B	1000K / 49.4 GB	111	1
MN 12B LucidFaun RP RU	1000K / 24.5 GB	1005	6
Qliphoth 12B V1.2	1000K / 24.5 GB	107	7
Captain Eris BMO Violent 12B	1000K / 24.5 GB	305	2
Shining Gold Sakura 12B	1000K / 24.5 GB	52	2
Dans SakuraKaze V1.0.0 12B	1000K / 24.5 GB	7	21
...n Eris BMO Violent GRPO V0.420	1000K / 24.5 GB	92	3

Note: green Score (e.g. "73.2") means that the model is better than Vortex5/Astral-Arcanist-12B.