LongCat Next 4bit by mlx-community

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LongCat Next 4bit is an open-source language model by mlx-community. Features: 68.6b LLM, VRAM: 38.5GB, Context: 128K, License: mit, Quantized.

  4-bit   4bit Base model:meituan-longcat/lon... Base model:quantized:meituan-l...   Conversational   Custom code   Longcat next   Mlx   Multimodal   Quantized   Region:us   Safetensors   Sharded   Tensorflow
LongCat Next 4bit (mlx-community/LongCat-Next-4bit)
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LongCat Next 4bit Parameters and Internals

LLM NameLongCat Next 4bit
Repository ๐Ÿค—https://huggingface.co/mlx-community/LongCat-Next-4bit 
Base Model(s)  meituan-longcat/LongCat-Next   meituan-longcat/LongCat-Next
Model Size68.6b
Required VRAM38.5 GB
Updated2026-03-27
Maintainermlx-community
Model Typelongcat_next
Model Files  4.6 GB: 1-of-8   4.4 GB: 2-of-8   4.4 GB: 3-of-8   5.3 GB: 4-of-8   5.4 GB: 5-of-8   5.4 GB: 6-of-8   5.3 GB: 7-of-8   3.7 GB: 8-of-8
Quantization Type4bit
Model ArchitectureLongcatNextForCausalLM
Licensemit
Context Length131072
Model Max Length131072
Transformers Version4.57.6
Tokenizer ClassTokenizersBackend
Padding Token<longcat_pad>
Vocabulary Size282624
Torch Data Typebfloat16

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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