JoyAI LLM Flash 4bit DWQ by mlx-community

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JoyAI LLM Flash 4bit DWQ is an open-source language model by mlx-community. Features: 48.9b LLM, VRAM: 27.6GB, Context: 128K, Quantized, LLM Explorer Score: 0.27.

  4-bit   4bit Base model:jdopensource/joyai-... Base model:quantized:jdopensou...   Conversational   Custom code   En   Joyai llm flash   Mlx   Quantized   Region:us   Safetensors   Sharded   Tensorflow   Zh

JoyAI LLM Flash 4bit DWQ Benchmarks

nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
JoyAI LLM Flash 4bit DWQ (mlx-community/JoyAI-LLM-Flash-4bit-DWQ)
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JoyAI LLM Flash 4bit DWQ Parameters and Internals

LLM NameJoyAI LLM Flash 4bit DWQ
Repository ๐Ÿค—https://huggingface.co/mlx-community/JoyAI-LLM-Flash-4bit-DWQ 
Base Model(s)  JoyAI LLM Flash   jdopensource/JoyAI-LLM-Flash
Model Size48.9b
Required VRAM27.6 GB
Updated2026-03-27
Maintainermlx-community
Model Typejoyai_llm_flash
Model Files  5.3 GB: 1-of-6   5.4 GB: 2-of-6   5.3 GB: 3-of-6   5.4 GB: 4-of-6   5.4 GB: 5-of-6   0.8 GB: 6-of-6
Supported Languageszh en
Quantization Type4bit
Model ArchitectureDeepseekV3ForCausalLM
Context Length131072
Model Max Length131072
Transformers Version4.44.2
Tokenizer ClassTokenizersBackend
Padding Token<|โ–padโ–|>
Vocabulary Size129280
Torch Data Typebfloat16

Rank the JoyAI LLM Flash 4bit DWQ 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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Original data from HuggingFace, OpenCompass and various public git repos.
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Release v20260327b