What are the hardware requirements for AbominationScience 12B V4?

AbominationScience 12B V4 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 AbominationScience 12B V4 and how large is it?

AbominationScience 12B V4 is developed by Khetterman, 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 AbominationScience 12B V4?

AbominationScience 12B V4 is hosted on Hugging Face and linked from this page. LLM Explorer also lists quantized variants and similar alternatives if available.

AbominationScience 12B V4 by Khetterman — VRAM 24.5GB, 1000K context

Name: AbominationScience 12B V4
Author: Khetterman

AbominationScience 12B V4 is an open-source language model by Khetterman. Features: 12b LLM, VRAM: 24.5GB, Context: 1000K, Merged, LLM Explorer Score: 0.15.

Merged Model 12b Autotrain compatible Base model:azazelle/mn-halide-... Base model:benhaotang/nemo-mat... Base model:fallenmerick/mn-chu... Base model:fallenmerick/mn-vio... Base model:galrionsoftworks/ca... Base model:galrionsoftworks/pl... Base model:inflatebot/mn-12b-m... Base model:nohobby/mn-12b-sisk... Base model:thijsl202/madmix-un... Base model:vongolachouko/starc... Bfloat16 Chat Conversational Creative Creative-writing En Endpoints compatible Mistral Not-for-all-audiences Region:us Roleplay Ru Safetensors Sharded Tensorflow

Model Card on HF 🤗: https://huggingface.co/Khetterman/AbominationScience-12B-v4

AbominationScience 12B V4 Parameters and Internals

LLM Name	AbominationScience 12B V4
Repository 🤗	https://huggingface.co/Khetterman/AbominationScience-12B-v4
Base Model(s)	Azazelle/MN-Halide-12b-v1.0 ...mo Math Science Philosophy 12B MN Chunky Lotus 12B MN Violet Lotus 12B Canidori 12B V1 Pleiades 12B V1 MN 12B Mag Mell R1 Nohobby/MN-12B-Siskin-v0.2 MadMix Unleashed 12B Abomination Merge Attempt 12B VongolaChouko/Starcannon-Unleashed-12B-v1.0 Azazelle/MN-Halide-12b-v1.0 benhaotang/nemo-math-science-philosophy-12B FallenMerick/MN-Chunky-Lotus-12B FallenMerick/MN-Violet-Lotus-12B GalrionSoftworks/Canidori-12B-v1 GalrionSoftworks/Pleiades-12B-v1 inflatebot/MN-12B-Mag-Mell-R1 Nohobby/MN-12B-Siskin-v0.2 ThijsL202/MadMix-Unleashed-12B Trappu/Abomination-merge-attempt-12B VongolaChouko/Starcannon-Unleashed-12B-v1.0
Merged Model	Yes
Model Size	12b
Required VRAM	24.5 GB
Updated	2025-09-23
Maintainer	Khetterman
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
Supported Languages	en ru
Model Architecture	MistralForCausalLM
Context Length	1024000
Model Max Length	1024000
Transformers Version	4.45.2
Tokenizer Class	GPT2Tokenizer
Padding Token	<pad>
Vocabulary Size	131072
Torch Data Type	bfloat16

Rank the AbominationScience 12B V4 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
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Multi-Language Support and Translation

Best Alternatives to AbominationScience 12B V4

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
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 Khetterman/AbominationScience-12B-v4.