What are the hardware requirements for NekoMix 12B?

NekoMix 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 NekoMix 12B and how large is it?

NekoMix 12B is developed by Moraliane, 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 NekoMix 12B?

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

NekoMix 12B by Moraliane — VRAM 24.5GB, 1000K context

Name: NekoMix 12B
Author: Moraliane

NekoMix 12B is an open-source language model by Moraliane. Features: 12b LLM, VRAM: 24.5GB, Context: 1000K, Instruction-Based, Merged, LLM Explorer Score: 0.16.

Merged Model Base model:ilyagusev/saiga nem... Base model:marinaraspaghetti/n... Base model:thedrummer/rocinant... Base model:vikhrmodels/vikhr-n... Conversational En Endpoints compatible Instruct Mistral Region:us Role-play Rp Ru Russian Safetensors Sharded Tensorflow

Model Card on HF 🤗: https://huggingface.co/Moraliane/NekoMix-12B

NekoMix 12B Parameters and Internals

LLM Name	NekoMix 12B
Repository 🤗	https://huggingface.co/Moraliane/NekoMix-12B
Base Model(s)	Saiga Nemo 12b ...r Nemo 12B Instruct R 21 09 24 TheDrummer/Rocinante-12B-v1.1 NemoMix Unleashed 12B IlyaGusev/saiga_nemo_12b Vikhrmodels/Vikhr-Nemo-12B-Instruct-R-21-09-24 TheDrummer/Rocinante-12B-v1.1 MarinaraSpaghetti/NemoMix-Unleashed-12B
Merged Model	Yes
Model Size	12b
Required VRAM	24.5 GB
Updated	2026-07-26
Maintainer	Moraliane
Model Type	mistral
Instruction-Based	Yes
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	ru en
Model Architecture	MistralForCausalLM
Context Length	1024000
Model Max Length	1024000
Transformers Version	4.46.3
Tokenizer Class	PreTrainedTokenizerFast
Padding Token	<pad>
Vocabulary Size	131072
Torch Data Type	float16

Rank the NekoMix 12B 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 NekoMix 12B

Best Alternatives	Context / RAM	Downloads	Likes
...r Nemo 12B Instruct R 21 09 24	1000K / 24.5 GB	396277	141
Qliphoth 12B V1.1	1000K / 24.5 GB	22	3
Qliphoth 12B V1	1000K / 24.5 GB	26	2
SauerkrautLM Nemo 12B Instruct	1000K / 24.5 GB	1473	22
Magnum V4 12B	1000K / 24.5 GB	1116	54
MN Slush	1000K / 24.5 GB	181	32
...g M Claude Opus High Reasoning	1000K / 24.5 GB	82	3
ChatWaifu V1.4	1000K / 24.5 GB	335	20
ChatWaifu 12B V2.0	1000K / 24.5 GB	175	22
Mistral Nemo Bophades 12B	1000K / 24.5 GB	18	9

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