What are the hardware requirements for Humanizer?

Humanizer requires approximately 3.9 GB of VRAM. Quantized variants may run on less VRAM; see the Quantized Models section on this page.

Who developed Humanizer and how large is it?

Humanizer is developed by lackey43, 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 Humanizer?

Humanizer is hosted on Hugging Face and linked from this page. LLM Explorer also lists quantized variants and similar alternatives if available.

Humanizer by lackey43 — VRAM 3.9GB

Name: Humanizer
Author: lackey43

Humanizer is an open-source language model by lackey43. Features: 12b LLM, VRAM: 3.9GB, License: apache-2.0, Quantized, LLM Explorer Score: 0.33.

Base model:finetune:google/gem... Base model:google/gemma-4-12b Conversational En Endpoints compatible Gemma4 Gemma4 unified Gguf Humanizer Image-text-to-text Llama.cpp Paraphrase Q3 Quantized Region:us Rewriting Safetensors Style-transfer Text-rewriting Zh

Model Card on HF 🤗: https://huggingface.co/lackey43/humanizer

Humanizer Parameters and Internals

LLM Name	Humanizer
Repository 🤗	https://huggingface.co/lackey43/humanizer
Base Model(s)	Gemma 4 12B google/gemma-4-12B
Model Size	12b
Required VRAM	3.9 GB
Updated	2026-10-19
Maintainer	lackey43
Model Type	gemma4_unified
Model Files	3.9 GB 5.6 GB 7.6 GB 10.0 GB 12.7 GB 23.8 GB 23.9 GB
Supported Languages	en zh
GGUF Quantization	Yes
Quantization Type	q3\|gguf\|q4_k
Model Architecture	Gemma4UnifiedForConditionalGeneration
License	apache-2.0
Transformers Version	5.14.1
Tokenizer Class	GemmaTokenizer
Padding Token	<pad>

Rank the Humanizer 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 Humanizer

Best Alternatives	Context / RAM	Downloads	Likes
Humanizer	0K / 3.9 GB	15134	379
Gemma 4 12B OBLITERATED	0K / 7.4 GB	34628	423
Winnow 12B	0K / GB	3929	7
...s Abliterated V2 Base And GGUF	0K / 23.9 GB	452	2
Gemma 4 12B It Jbliterated	0K / 7.4 GB	889	2
...emma 4 12B Heretic Abliterated	0K / 0.2 GB	330	1
Swarm Sovereign 12B	0K / 24 GB	164	2
Gemma 4 12B It Qat W4a16 Ct	0K / 10.3 GB	1564845	56
... 4 12B It Qat Q4 0 Unquantized	0K / 23.9 GB	531981	73
Humanizer 12B OptiQ 4bit	0K / 8.8 GB	271	4

Note: green Score (e.g. "73.2") means that the model is better than lackey43/humanizer.