What are the hardware requirements for PLLuM 12B Nc Instruct 2412?

PLLuM 12B Nc Instruct 2412 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 PLLuM 12B Nc Instruct 2412 and how large is it?

PLLuM 12B Nc Instruct 2412 is developed by CYFRAGOVPL, 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 PLLuM 12B Nc Instruct 2412?

PLLuM 12B Nc Instruct 2412 is hosted on Hugging Face and linked from this page. LLM Explorer also lists quantized variants and similar alternatives if available.

PLLuM 12B Nc Instruct 2412 by CYFRAGOVPL — VRAM 24.5GB, 1000K context

Name: PLLuM 12B Nc Instruct 2412
Author: CYFRAGOVPL

PLLuM 12B Nc Instruct 2412 is an open-source language model by CYFRAGOVPL. Features: 12b LLM, VRAM: 24.5GB, Context: 1000K, License: proprietary, Instruction-Based, LLM Explorer Score: 0.16.

Arxiv:2511.03823 Instruct Mistral Pl Region:us Safetensors Sharded Tensorflow

Model Card on HF 🤗: https://huggingface.co/CYFRAGOVPL/PLLuM-12B-nc-instruct-2412

PLLuM 12B Nc Instruct 2412 Parameters and Internals

LLM Name	PLLuM 12B Nc Instruct 2412
Repository 🤗	https://huggingface.co/CYFRAGOVPL/PLLuM-12B-nc-instruct-2412
Model Size	12b
Required VRAM	24.5 GB
Updated	2026-05-23
Maintainer	CYFRAGOVPL
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	pl
Gated Model	Yes
Model Architecture	MistralForCausalLM
License	proprietary
Context Length	1024000
Model Max Length	1024000
Transformers Version	4.46.3
Tokenizer Class	PreTrainedTokenizerFast
Padding Token	<pad>
Vocabulary Size	131072
Torch Data Type	bfloat16

Rank the PLLuM 12B Nc Instruct 2412 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

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...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
ChatWaifu V1.4	1000K / 24.5 GB	335	20
...g M Claude Opus High Reasoning	1000K / 24.5 GB	95	3
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 CYFRAGOVPL/PLLuM-12B-nc-instruct-2412.