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Nanbeige4.1 3B 8bit by mlx-community

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Nanbeige4.1 3B 8bit is an open-source language model by mlx-community. Features: 3b LLM, VRAM: 4.2GB, Context: 256K, License: apache-2.0, Quantized, LLM Explorer Score: 0.25.

  8-bit   8bit Base model:nanbeige/nanbeige4.... Base model:quantized:nanbeige/...   Conversational   En   Llama   Mlx   Nanbeige   Quantized   Region:us   Safetensors   Zh
Model Card on HF 🤗: https://huggingface.co/mlx-community/Nanbeige4.1-3B-8bit 

Nanbeige4.1 3B 8bit Benchmarks

LLME Score: 0.24796
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Nanbeige4.1 3B 8bit (mlx-community/Nanbeige4.1-3B-8bit)
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Nanbeige4.1 3B 8bit Parameters and Internals

LLM NameNanbeige4.1 3B 8bit
Repository 🤗https://huggingface.co/mlx-community/Nanbeige4.1-3B-8bit 
Base Model(s)  Nanbeige/Nanbeige4.1-3B   Nanbeige/Nanbeige4.1-3B
Model Size3b
Required VRAM4.2 GB
Updated2026-05-25
Maintainermlx-community
Model Typellama
Model Files  4.2 GB
Supported Languagesen zh
Quantization Type8bit
Model ArchitectureLlamaForCausalLM
Licenseapache-2.0
Context Length262144
Model Max Length262144
Transformers Version4.51.3
Tokenizer ClassTokenizersBackend
Padding Token<unk>
Vocabulary Size166144
Torch Data Typebfloat16

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Nanbeige4.1 3B Heretic 8bit256K / 4.2 GB452
Llama 3.2 3B Legal SFT128K / 6.5 GB410
Llama3.2 3B Base Math128K / 6.5 GB5590
Llama3.2 3B INST Math1128K / 6.5 GB440
Llama3 2 3B Indonesian Sft128K / 2.2 GB190
Llama3.2 3B Base Code128K / 6.5 GB490
Llama32 3B En Emo 2000 Stp128K / 2.2 GB101
Llama32 3B En Emo 300 Stp128K / 2.2 GB90
Llama32 3B En Emo 1000 Stp128K / 2.2 GB50
Llama32 3B En Emo 5000 Stp128K / 2.2 GB90
Note: green Score (e.g. "73.2") means that the model is better than mlx-community/Nanbeige4.1-3B-8bit.

Rank the Nanbeige4.1 3B 8bit 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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