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Qwen3 0.6B GGUF by second-state

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Qwen3 0.6B GGUF is an open-source language model by second-state. Features: 0.6b LLM, VRAM: 0.3GB, Context: 40K, License: apache-2.0, Quantized, LLM Explorer Score: 0.2.

Base model:quantized:qwen/qwen...   Base model:qwen/qwen3-0.6b   Chat   Conversational   En   Endpoints compatible   Gguf   Q2   Quantized   Qwen3   Region:us
Model Card on HF 🤗: https://huggingface.co/second-state/Qwen3-0.6B-GGUF 

Qwen3 0.6B GGUF Benchmarks

LLME Score: 0.19785
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Qwen3 0.6B GGUF (second-state/Qwen3-0.6B-GGUF)
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Qwen3 0.6B GGUF Parameters and Internals

LLM NameQwen3 0.6B GGUF
Repository 🤗https://huggingface.co/second-state/Qwen3-0.6B-GGUF 
Model NameQwen3-0.6B
Model CreatorQwen
Base Model(s)  Qwen/Qwen3-0.6B   Qwen/Qwen3-0.6B
Model Size0.6b
Required VRAM0.3 GB
Updated2026-04-20
Maintainersecond-state
Model Typeqwen3
Model Files  0.3 GB   0.4 GB   0.4 GB   0.4 GB   0.5 GB   0.5 GB   0.5 GB   0.5 GB   0.6 GB   0.5 GB   0.6 GB   0.8 GB   1.5 GB
Supported Languagesen
GGUF QuantizationYes
Quantization Typegguf|q2|q4_k|q5_k
Model ArchitectureQwen3ForCausalLM
Licenseapache-2.0
Context Length40960
Model Max Length40960
Transformers Version4.51.0
Vocabulary Size151936
Torch Data Typebfloat16

Best Alternatives to Qwen3 0.6B GGUF

Best Alternatives
Context / RAM
Downloads
Likes
Qwen3 0.6B GGUF40K / 0.2 GB68786123
Osmosis Structure 0.6B40K / 0.4 GB1073415
Agent 0.6B125K / 1.2 GB3370
Fizik 0.6B Preview40K / 1.2 GB90
Qwentestnew140K / 1.2 GB7150
Qwen3 0.6B SFTchat Math40K / 1.2 GB1410
Qwen3 0.6B Unsloth Bnb 4bit40K / 0.6 GB15047925
Meet7 0.6B40K / 1.2 GB271
Qwen3 0.6B 4bit40K / 0.3 GB1535812
Qwen3 0.6B 8bit40K / 0.6 GB157947
Note: green Score (e.g. "73.2") means that the model is better than second-state/Qwen3-0.6B-GGUF.

Rank the Qwen3 0.6B GGUF 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  

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