What are the hardware requirements for Humanizer 1B OptiQ 4bit?

Humanizer 1B OptiQ 4bit requires approximately 0.9 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 Humanizer 1B OptiQ 4bit and how large is it?

Humanizer 1B OptiQ 4bit is developed by mlx-community, a model with 1b 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 1B OptiQ 4bit?

Humanizer 1B OptiQ 4bit is hosted on Hugging Face and linked from this page. LLM Explorer also lists quantized variants and similar alternatives if available.

Humanizer 1B OptiQ 4bit by mlx-community — VRAM 0.9GB, 128K context

Name: Humanizer 1B OptiQ 4bit
Author: mlx-community

Humanizer 1B OptiQ 4bit is an open-source language model by mlx-community. Features: 1b LLM, VRAM: 0.9GB, Context: 128K, License: apache-2.0, Quantized, LLM Explorer Score: 0.26.

4-bit 4bit Ai-detection Apple-silicon Base model:adapter:mlx-communi... Base model:mlx-community/minic... Conversational En Humanizer Llama Lora Mlx Mlx-optiq Quantized Region:us Safetensors

Model Card on HF 🤗: https://huggingface.co/mlx-community/humanizer-1B-OptiQ-4bit

Humanizer 1B OptiQ 4bit Parameters and Internals

LLM Name	Humanizer 1B OptiQ 4bit
Repository 🤗	https://huggingface.co/mlx-community/humanizer-1B-OptiQ-4bit
Base Model(s)	MiniCPM5 1B OptiQ 4bit mlx-community/MiniCPM5-1B-OptiQ-4bit
Model Size	1b
Required VRAM	0.9 GB
Updated	2026-08-06
Maintainer	mlx-community
Model Type	llama
Model Files	0.9 GB
Supported Languages	en
Quantization Type	4bit
Model Architecture	LlamaForCausalLM
License	apache-2.0
Context Length	131072
Model Max Length	131072
Transformers Version	5.6.2
Tokenizer Class	TokenizersBackend
Padding Token	</s>
Vocabulary Size	130560
Torch Data Type	bfloat16

Rank the Humanizer 1B OptiQ 4bit 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 1B OptiQ 4bit

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...1B Agentic Tooluse Merged FP16	128K / 2.2 GB	2361	6
... Fable5 V2 Thinking OptiQ 4bit	128K / 0.9 GB	1564	5
MiniCPM5 1B OptiQ 4bit	128K / 0.9 GB	4608	9
Llama 3 8B Legal Chatbot Id	128K / 2.5 GB	744	0
MiniCPM5 1B 8bit	128K / 1.1 GB	1983	3
AeroCart Support Bot SFT	128K / 2.5 GB	241	1
...lama 3.2 1B Legal Id Finetuned	128K / 2.5 GB	192	0
HRA Non Instruct Merged	128K / 2.5 GB	78	0
MiniCPM5 1B 4bit	128K / 0.6 GB	315	1
Llama 3.2 1B Legal Indo SFT	128K / 2.5 GB	45	0

Note: green Score (e.g. "73.2") means that the model is better than mlx-community/humanizer-1B-OptiQ-4bit.