What are the hardware requirements for MS 22B RP Ink Adpt?

MS 22B RP Ink Adpt requires approximately 0.4 GB of VRAM. Quantized variants may run on less VRAM; see the Quantized Models section on this page.

Who developed MS 22B RP Ink Adpt and how large is it?

MS 22B RP Ink Adpt is developed by Columbidae, a model with 22b 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 MS 22B RP Ink Adpt?

MS 22B RP Ink Adpt is hosted on Hugging Face and linked from this page. LLM Explorer also lists quantized variants and similar alternatives if available.

MS 22B RP Ink Adpt by Columbidae — VRAM 0.4GB

Name: MS 22B RP Ink Adpt
Author: Columbidae

MS 22B RP Ink Adpt is an open-source language model by Columbidae. Features: 22b LLM, VRAM: 0.4GB, License: other, Instruction-Based, LLM Explorer Score: 0.16.

8-bit Adapter Base model:adapter:mistralai/m... Base model:mistralai/mistral-s... Bitsandbytes Dataset:fizzarolli/inkmix-v2 Finetuned Generated from trainer Instruct Lora Mistral Peft Region:us

Model Card on HF 🤗: https://huggingface.co/Columbidae/MS-22b-RP-Ink-adpt

MS 22B RP Ink Adpt Parameters and Internals

LLM Name	MS 22B RP Ink Adpt
Repository 🤗	https://huggingface.co/Columbidae/MS-22b-RP-Ink-adpt
Base Model(s)	Mistral Small Instruct 2409 mistralai/Mistral-Small-Instruct-2409
Model Size	22b
Required VRAM	0.4 GB
Updated	2025-01-30
Maintainer	Columbidae
Instruction-Based	Yes
Model Files	0.4 GB
Model Architecture	Adapter
License	other
Is Biased	none
Tokenizer Class	LlamaTokenizer
Padding Token	</s>
PEFT Type	LORA
LoRA Model	Yes
PEFT Target Modules	o_proj\|k_proj\|up_proj\|v_proj\|gate_proj\|down_proj\|q_proj
LoRA Alpha	32
LoRA Dropout	0.25
R Param	16

Rank the MS 22B RP Ink Adpt 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 MS 22B RP Ink Adpt

Best Alternatives	Context / RAM	Downloads	Likes
Ypotryll 22B Epoch2 Qlora	0K / 2.6 GB	5	0
Ypotryll 22B Qlora	0K / 2.6 GB	4	1