What are the hardware requirements for Clary 0.6 0.6B?

Clary 0.6 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 Clary 0.6 0.6B and how large is it?

Clary 0.6 0.6B is developed by AuroraSystem, 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 Clary 0.6 0.6B?

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

Clary 0.6 0.6B by AuroraSystem — VRAM 1.2GB, 40K context

Name: Clary 0.6 0.6B
Author: AuroraSystem

Clary 0.6 0.6B is an open-source language model by AuroraSystem. Features: 0.6b LLM, VRAM: 1.2GB, Context: 40K, License: apache-2.0, LLM Explorer Score: 0.25.

Aurora Base model:adapter:qwen/qwen3-... Base model:qwen/qwen3-0.6b Clary Code En Endpoints compatible Image-text-to-text Lora Multimodal Qwen3 Region:us Ru Russian Safetensors Vision

Model Card on HF 🤗: https://huggingface.co/AuroraSystem/Clary-0.6-0.6B

Clary 0.6 0.6B Parameters and Internals

LLM Name	Clary 0.6 0.6B
Repository 🤗	https://huggingface.co/AuroraSystem/Clary-0.6-0.6B
Model Creator	Aurora AI
Base Model(s)	Qwen/Qwen3-0.6B Qwen/Qwen3-0.6B
Model Size	0.6b
Required VRAM	1.2 GB
Updated	2026-10-15
Maintainer	AuroraSystem
Model Type	qwen3
Model Files	1.2 GB 0.0 GB
Supported Languages	ru en
Model Architecture	Qwen3ForCausalLM
License	apache-2.0
Context Length	40960
Model Max Length	40960
Transformers Version	5.13.1
Tokenizer Class	Qwen2Tokenizer
Padding Token	<\|endoftext\|>
Vocabulary Size	151936
Errors	replace

Rank the Clary 0.6 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 Clary 0.6 0.6B

Best Alternatives	Context / RAM	Downloads	Likes
S1 Mini	40K / 1.5 GB	1136	180
Qwen3 Reranker 0.6B	40K / 1.2 GB	2508313	377
E2etext T1edu1 T1	40K / 1.2 GB	995	1
Qwen3 0.6B Tools	40K / 1.2 GB	2679	1
Qwen3 Finetuned	40K / 2.4 GB	178	1
Cultist Simulator Qwen3 0.6B	40K / 1.2 GB	324	0
Qwen3 0.6B FP8	40K / 1.1 GB	1581403	62
Adtc Agri Sft Qwen3 0.6B	40K / 1.2 GB	619	0
Qwen3 0.6B JSON SFT	40K / 1.2 GB	231	0
Qwen3 0.6B JSON SFT	40K / 1.2 GB	231	0

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