What are the hardware requirements for VICIOUS MESH 12B ALPHA?

VICIOUS MESH 12B ALPHA 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 VICIOUS MESH 12B ALPHA and how large is it?

VICIOUS MESH 12B ALPHA is developed by bamec66557, 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 VICIOUS MESH 12B ALPHA?

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

VICIOUS MESH 12B ALPHA by bamec66557 — VRAM 24.5GB, 1000K context

Name: VICIOUS MESH 12B ALPHA
Author: bamec66557

VICIOUS MESH 12B ALPHA is an open-source language model by bamec66557. Features: 12b LLM, VRAM: 24.5GB, Context: 1000K, License: apache-2.0, Merged, LLM Explorer Score: 0.23.

Merged Model Base model:bamec66557/mischiev... Base model:finetune:bamec66557... Conversational Endpoints compatible Mistral Model-index Region:us Safetensors Sharded Tensorflow

Model Card on HF 🤗: https://huggingface.co/bamec66557/VICIOUS_MESH-12B-ALPHA

VICIOUS MESH 12B ALPHA Parameters and Internals

LLM Name	VICIOUS MESH 12B ALPHA
Repository 🤗	https://huggingface.co/bamec66557/VICIOUS_MESH-12B-ALPHA
Base Model(s)	bamec66557/mergekit-model_stock-zdaysvi bamec66557/MISCHIEVOUS-12B-Mix_0.4v bamec66557/mergekit-model_stock-zdaysvi bamec66557/MISCHIEVOUS-12B-Mix_0.4v
Merged Model	Yes
Model Size	12b
Required VRAM	24.5 GB
Updated	2026-07-28
Maintainer	bamec66557
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	4.46.2
Tokenizer Class	PreTrainedTokenizerFast
Vocabulary Size	131074
Torch Data Type	bfloat16

Rank the VICIOUS MESH 12B ALPHA 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 VICIOUS MESH 12B ALPHA

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 bamec66557/VICIOUS_MESH-12B-ALPHA.