What are the hardware requirements for MS3.2 24B Mullein V2?

MS3.2 24B Mullein V2 requires approximately 47.3 GB of VRAM and supports a context window of 128K tokens. Quantized variants may run on less VRAM; see the Quantized Models section on this page.

Who developed MS3.2 24B Mullein V2 and how large is it?

MS3.2 24B Mullein V2 is developed by trashpanda-org, a model with 24b 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 MS3.2 24B Mullein V2?

MS3.2 24B Mullein V2 is hosted on Hugging Face and linked from this page. LLM Explorer also lists quantized variants and similar alternatives if available.

MS3.2 24B Mullein V2 by trashpanda-org — VRAM 47.3GB, 128K context

Name: MS3.2 24B Mullein V2
Author: trashpanda-org

MS3.2 24B Mullein V2 is an open-source language model by trashpanda-org. Features: 24b LLM, VRAM: 47.3GB, Context: 128K, LLM Explorer Score: 0.19.

Mistral Region:us Safetensors Sharded Tensorflow

Model Card on HF 🤗: https://huggingface.co/trashpanda-org/MS3.2-24B-Mullein-v2

MS3.2 24B Mullein V2 Parameters and Internals

LLM Name	MS3.2 24B Mullein V2
Repository 🤗	https://huggingface.co/trashpanda-org/MS3.2-24B-Mullein-v2
Model Size	24b
Required VRAM	47.3 GB
Updated	2026-08-02
Maintainer	trashpanda-org
Model Type	mistral
Model Files	4.8 GB: 1-of-10 4.8 GB: 2-of-10 4.8 GB: 3-of-10 4.9 GB: 4-of-10 4.8 GB: 5-of-10 4.8 GB: 6-of-10 4.9 GB: 7-of-10 4.8 GB: 8-of-10 4.8 GB: 9-of-10 3.9 GB: 10-of-10
Model Architecture	MistralForCausalLM
Context Length	131072
Model Max Length	131072
Transformers Version	4.53.2
Tokenizer Class	LlamaTokenizerFast
Padding Token	<pad>
Vocabulary Size	131072
Torch Data Type	bfloat16

Rank the MS3.2 24B Mullein V2 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 MS3.2 24B Mullein V2

Best Alternatives	Context / RAM	Downloads	Likes
...ral Nemo Instruct 24B Merge V1	1000K / 24.6 GB	9	0
Ouroboros 24B V1.4	128K / 47.3 GB	166	4
Doppelganger Twist 24B	128K / 47.3 GB	312	0
...all 3.1 24B Instruct 2503 Text	128K / 47.3 GB	17	0
Morbid Miasma 24B	128K / 47.3 GB	320	14
Zepar 24B V1	128K / 47.3 GB	213	5
MagiSeek Pro V1	128K / 47.3 GB	303	1
Slimaki Tavern 24B V1.3	128K / 47.3 GB	346	16
Cydonia 24B V4.3	128K / 47.3 GB	3652	138
Transformed Journey 24B	128K / 47.3 GB	65	0

Note: green Score (e.g. "73.2") means that the model is better than trashpanda-org/MS3.2-24B-Mullein-v2.