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LLaDA2.2 Flash OptiQ 2bit by mlx-community

 »  All LLMs  »  mlx-community  »  LLaDA2.2 Flash OptiQ 2bit   URL Share it on

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LLaDA2.2 Flash OptiQ 2bit is an open-source language model by mlx-community. Features: 102.9b LLM, VRAM: 38.9GB, Context: 128K, License: apache-2.0, Quantized, LLM Explorer Score: 0.33.

  2bit   4-bit Base model:inclusionai/llada2.... Base model:quantized:inclusion...   Conversational   Custom code   Diffusion   En   Llada2 moe   Mlx   Optiq   Quantized   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/mlx-community/LLaDA2.2-flash-OptiQ-2bit 

LLaDA2.2 Flash OptiQ 2bit Benchmarks

LLME Score: 0.32827
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
LLaDA2.2 Flash OptiQ 2bit (mlx-community/LLaDA2.2-flash-OptiQ-2bit)

LLaDA2.2 Flash OptiQ 2bit Parameters and Internals

LLM NameLLaDA2.2 Flash OptiQ 2bit
Repository 🤗https://huggingface.co/mlx-community/LLaDA2.2-flash-OptiQ-2bit 
Base Model(s)  inclusionAI/LLaDA2.2-flash   inclusionAI/LLaDA2.2-flash
Model Size102.9b
Required VRAM38.9 GB
Updated2026-07-25
Maintainermlx-community
Model Typellada2_moe
Model Files  5.4 GB: 1-of-8   5.1 GB: 2-of-8   5.2 GB: 3-of-8   5.2 GB: 4-of-8   5.2 GB: 5-of-8   5.1 GB: 6-of-8   4.9 GB: 7-of-8   2.8 GB: 8-of-8
Supported Languagesen
Quantization Type2bit
Model ArchitectureLLaDA2MoeModelLM
Licenseapache-2.0
Context Length131072
Model Max Length131072
Transformers Version5.2.0
Tokenizer ClassPreTrainedTokenizerFast
Padding Token<|endoftext|>
Vocabulary Size157184
Torch Data Typebfloat16

Best Alternatives to LLaDA2.2 Flash OptiQ 2bit

Best Alternatives
Context / RAM
Downloads
Likes
LLaDA2.0 Flash 4bit32K / 57.8 GB183
LLaDA2.0 Flash Preview 4bit16K / 57.8 GB273
LLaDA2.0 Flash32K / 206 GB51869
LLaDA2.0 Flash Preview16K / 205.9 GB2268

Rank the LLaDA2.2 Flash OptiQ 2bit 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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