What are the hardware requirements for Privasis Cleaner 0.6B?

Privasis Cleaner 0.6B requires approximately 1.2 GB of VRAM and supports a context window of 40K tokens. Quantized variants may run on less VRAM; see the Quantized Models section on this page.

Who developed Privasis Cleaner 0.6B and how large is it?

Privasis Cleaner 0.6B is developed by nvidia, a model with 0.6b 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 Privasis Cleaner 0.6B?

Privasis Cleaner 0.6B is hosted on Hugging Face and linked from this page. LLM Explorer also lists quantized variants and similar alternatives if available.

Privasis Cleaner 0.6B by nvidia — VRAM 1.2GB, 40K context

Name: Privasis Cleaner 0.6B
Author: nvidia

Privasis Cleaner 0.6B is an open-source language model by nvidia. Features: 0.6b LLM, VRAM: 1.2GB, Context: 40K, License: other, LLM Explorer Score: 0.29.

Arxiv:2602.03183 Base model:finetune:qwen/qwen3... Base model:qwen/qwen3-0.6b Conversational En Endpoints compatible Pii Pii-removal Privacy Qwen3 Redaction Region:us Safetensors Sanitization

Model Card on HF 🤗: https://huggingface.co/nvidia/Privasis-Cleaner-0.6B

Privasis Cleaner 0.6B Parameters and Internals

LLM Name	Privasis Cleaner 0.6B
Repository 🤗	https://huggingface.co/nvidia/Privasis-Cleaner-0.6B
Base Model(s)	Qwen/Qwen3-0.6B Qwen/Qwen3-0.6B
Model Size	0.6b
Required VRAM	1.2 GB
Updated	2026-08-01
Maintainer	nvidia
Model Type	qwen3
Model Files	1.2 GB
Supported Languages	en
Model Architecture	Qwen3ForCausalLM
License	other
Context Length	40960
Model Max Length	40960
Transformers Version	4.51.3
Tokenizer Class	Qwen2Tokenizer
Padding Token	<\|im_end\|>
Vocabulary Size	151936
Torch Data Type	bfloat16
Errors	replace

Rank the Privasis Cleaner 0.6B 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 Privasis Cleaner 0.6B

Best Alternatives	Context / RAM	Downloads	Likes
Qwen3 Reranker 0.6B	40K / 1.2 GB	2508313	377
Quipu 0.6B	40K / 1.2 GB	351	4
Qwen3 0.6B FP8	40K / 1.1 GB	1581403	62
Clary 0.6 0.6B	40K / 1.2 GB	88	1
Qwen3 Finetuned	40K / 1.2 GB	98	1
Privasis Cleaner 0.6B	40K / 1.2 GB	73	0
Qwen3 0.6B Sushi Code Expert	40K / 1.5 GB	40	0
Qwen 0.6B ConvFill	40K / 1.2 GB	106	0
Qwen3 0.6B	40K / 1.2 GB	99924	22
GLM 5.1 Qwen3 0.6B CoNDeNse	40K / 1.5 GB	136	2

Note: green Score (e.g. "73.2") means that the model is better than nvidia/Privasis-Cleaner-0.6B.