What are the hardware requirements for CEV Other 12B Lora?

CEV Other 12B Lora requires approximately 0.1 GB of VRAM. Quantized variants may run on less VRAM; see the Quantized Models section on this page.

Who developed CEV Other 12B Lora and how large is it?

CEV Other 12B Lora is developed by Nitrals-Loras, 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 CEV Other 12B Lora?

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

CEV Other 12B Lora by Nitrals-Loras — VRAM 0.1GB

Name: CEV Other 12B Lora
Author: Nitrals-Loras

CEV Other 12B Lora is an open-source language model by Nitrals-Loras. Features: 12b LLM, VRAM: 0.1GB, LLM Explorer Score: 0.17.

Arxiv:1910.09700 Adapter Base model:adapter:nitral-ai/c... Base model:nitral-ai/captain-e... Finetuned Lora Peft Region:us Safetensors

Model Card on HF 🤗: https://huggingface.co/Nitrals-Loras/CEV-other-12B-Lora

CEV Other 12B Lora Parameters and Internals

LLM Name	CEV Other 12B Lora
Repository 🤗	https://huggingface.co/Nitrals-Loras/CEV-other-12B-Lora
Base Model(s)	Nitral-AI/Captain-Eris_Violet-GRPO-v0.420 Nitral-AI/Captain-Eris_Violet-GRPO-v0.420
Model Size	12b
Required VRAM	0.1 GB
Updated	2025-07-11
Maintainer	Nitrals-Loras
Model Files	0.1 GB
Model Architecture	Adapter
Is Biased	none
Tokenizer Class	PreTrainedTokenizerFast
Padding Token	<pad>
PEFT Type	LORA
LoRA Model	Yes
PEFT Target Modules	v_proj\|gate_proj\|q_proj\|k_proj\|o_proj\|down_proj\|up_proj
LoRA Alpha	8
LoRA Dropout	0
R Param	8

Rank the CEV Other 12B Lora 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

Best Alternatives to CEV Other 12B Lora

Best Alternatives	Context / RAM	Downloads	Likes
Teleste Learner 12B	0K / 0.3 GB	250	1
...ni 3.5 Flash Reasoning Distill	0K / 0.3 GB	13	1
Beef 12B	0K / 3.6 GB	5	0
Noodles 12B	0K / 3.6 GB	5	0
G3 12B Pt Story Qlora	0K / 0.5 GB	23	0
Meme 12B Lora E2	0K / 0.2 GB	8	0
Meme 12B Lora E2	0K / 0.2 GB	5	0
Control 12B R3 Lora	0K / 2.9 GB	6	0
Control 12B R3 Lora	0K / 2.9 GB	5	0
...Noctis R64 Test Train Lora 12B	0K / 0.9 GB	5	0

Note: green Score (e.g. "73.2") means that the model is better than Nitrals-Loras/CEV-other-12B-Lora.