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JOSIE 2 4B Preview by Goekdeniz-Guelmez

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JOSIE 2 4B Preview is an open-source language model by Goekdeniz-Guelmez. Features: 4b LLM, VRAM: 9.3GB, License: mit, LLM Explorer Score: 0.37.

  Ar   Conversational   En   Ja   Josie   Josie-2   Mlx   Model-index   Pt   Qwen3 5   Region:us   Safetensors   Sharded   Tensorflow   Zh
Model Card on HF 🤗: https://huggingface.co/Goekdeniz-Guelmez/JOSIE-2-4B-Preview 

JOSIE 2 4B Preview Benchmarks

LLME Score: 0.36538
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
JOSIE 2 4B Preview (Goekdeniz-Guelmez/JOSIE-2-4B-Preview)

JOSIE 2 4B Preview Parameters and Internals

LLM NameJOSIE 2 4B Preview
Repository 🤗https://huggingface.co/Goekdeniz-Guelmez/JOSIE-2-4B-Preview 
Model NameQwen/Qwen3.5-4B
Base Model(s)  Qwen/Qwen3.6-4B   Qwen/Qwen3.6-4B
Model Size4b
Required VRAM9.3 GB
Updated2026-07-25
MaintainerGoekdeniz-Guelmez
Model Typeqwen3_5
Model Files  5.3 GB: 1-of-2   4.0 GB: 2-of-2
Supported Languagesen ar zh ja pt
Model ArchitectureQwen3_5ForConditionalGeneration
Licensemit
Model Max Length262144
Tokenizer ClassTokenizersBackend
Padding Token<|endoftext|>
Torch Data Typefloat16
Errorsreplace

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Qwen3.5 4B Mlx Vlm Nvfp40K / 3 GB840

Rank the JOSIE 2 4B Preview 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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