What are the hardware requirements for NemoMix Unleashed 12B?

NemoMix Unleashed 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 NemoMix Unleashed 12B and how large is it?

NemoMix Unleashed 12B is developed by MarinaraSpaghetti, 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 NemoMix Unleashed 12B?

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

NemoMix Unleashed 12B by MarinaraSpaghetti — VRAM 24.5GB, 1000K context

Name: NemoMix Unleashed 12B
Rating: 3.44 (9 reviews)
Author: MarinaraSpaghetti

NemoMix Unleashed 12B is an open-source language model by MarinaraSpaghetti. Features: 12b LLM, VRAM: 24.5GB, Context: 1000K, License: apache-2.0, Merged, LLM Explorer Score: 0.16.

Merged Model Deploy:azure Endpoints compatible Mistral Region:us Safetensors Sharded Tensorflow

Model Card on HF 🤗: https://huggingface.co/MarinaraSpaghetti/NemoMix-Unleashed-12B

NemoMix Unleashed 12B Parameters and Internals

Model Type

text generation

Additional Notes

The model merge allows for less repetition, especially with higher contexts, ideal for role-playing and storytelling scenarios.

Training Details

Methodology:

Merged using della_linear method

LLM Name	NemoMix Unleashed 12B
Repository 🤗	https://huggingface.co/MarinaraSpaghetti/NemoMix-Unleashed-12B
Merged Model	Yes
Model Size	12b
Required VRAM	24.5 GB
Updated	2026-08-07
Maintainer	MarinaraSpaghetti
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	1024000
Model Max Length	1024000
Transformers Version	4.44.0
Tokenizer Class	PreTrainedTokenizerFast
Vocabulary Size	131072
Torch Data Type	bfloat16

Rank the NemoMix Unleashed 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

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MN 12B LucidFaun RP RU	1000K / 24.5 GB	1005	6
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Captain Eris BMO Violent 12B	1000K / 24.5 GB	305	2
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Note: green Score (e.g. "73.2") means that the model is better than MarinaraSpaghetti/NemoMix-Unleashed-12B.