What are the hardware requirements for One To Rule Them All MN 12B?

One To Rule Them All MN 12B requires approximately 24.5 GB of VRAM and supports a context window of 1000K tokens. Quantized variants may run on less VRAM; see the Quantized Models section on this page.

Who developed One To Rule Them All MN 12B and how large is it?

One To Rule Them All MN 12B is developed by Aleteian, 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 One To Rule Them All MN 12B?

One To Rule Them All MN 12B is hosted on Hugging Face and linked from this page. LLM Explorer also lists quantized variants and similar alternatives if available.

One To Rule Them All MN 12B by Aleteian — VRAM 24.5GB, 1000K context

Name: One To Rule Them All MN 12B
Author: Aleteian

One To Rule Them All MN 12B is an open-source language model by Aleteian. Features: 12b LLM, VRAM: 24.5GB, Context: 1000K, Merged, LLM Explorer Score: 0.17.

Merged Model Arxiv:2403.19522 Base model:aleteian/follow-the... Base model:aleteian/instrument... Base model:aleteian/magnum-opu... Base model:aleteian/neverendin... Base model:aleteian/omnino-obs... Base model:aleteian/on-the-str... Base model:aleteian/pathfinder... Base model:aleteian/saiga-unle... Base model:aleteian/way-to-uns... Conversational Endpoints compatible Mistral Region:us Safetensors Sharded Tensorflow

Model Card on HF 🤗: https://huggingface.co/Aleteian/One-To-Rule-Them-All-MN-12B

One To Rule Them All MN 12B Parameters and Internals

LLM Name	One To Rule Them All MN 12B
Repository 🤗	https://huggingface.co/Aleteian/One-To-Rule-Them-All-MN-12B
Base Model(s)	Instrumentality 2 MN 12B RP Saiga Unleashed Magnum Opus Galatea MN 12B On The Strange Lands MN 12B Follow The Flow MN 12B Neverending Story MN 12B ...o Obscoenum Opus Magnum MN 12B Way To Unseen Horizon MN 12B Pathfinder RP 12B RU Aleteian/Instrumentality-2-MN-12B-RP Aleteian/Saiga-Unleashed Aleteian/Magnum-Opus-Galatea-MN-12B Aleteian/On-the-Strange-Lands-MN-12B Aleteian/Follow-the-Flow-MN-12B Aleteian/Neverending-Story-MN-12B Aleteian/Omnino-Obscoenum-Opus-Magnum-MN-12B Aleteian/Way-to-Unseen-Horizon-MN-12B Aleteian/Pathfinder-RP-12B-RU
Merged Model	Yes
Model Size	12b
Required VRAM	24.5 GB
Updated	2026-09-08
Maintainer	Aleteian
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
Context Length	1024000
Model Max Length	1024000
Transformers Version	4.48.2
Tokenizer Class	PreTrainedTokenizerFast
Padding Token	<pad>
Vocabulary Size	131077
Torch Data Type	bfloat16

Rank the One To Rule Them All MN 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 One To Rule Them All MN 12B

Best Alternatives	Context / RAM	Downloads	Likes
...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
Dans SakuraKaze V1.0.0 12B	1000K / 24.5 GB	7	21
Shining Gold Sakura 12B	1000K / 24.5 GB	52	2
...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 Aleteian/One-To-Rule-Them-All-MN-12B.