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Nanbeige4.1 3B Heretic 8bit by mlx-community

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

  8-bit   8bit   Abliterated Base model:daizee/nanbeige4.1-... Base model:quantized:daizee/na...   Conversational   Decensored   En   Heretic   Llama   Mlx   Nanbeige   Quantized   Region:us   Safetensors   Uncensored   Zh
Model Card on HF 🤗: https://huggingface.co/mlx-community/Nanbeige4.1-3B-heretic-8bit 
Nanbeige4.1 3B Heretic 8bit (mlx-community/Nanbeige4.1-3B-heretic-8bit)
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Nanbeige4.1 3B Heretic 8bit Parameters and Internals

LLM NameNanbeige4.1 3B Heretic 8bit
Repository 🤗https://huggingface.co/mlx-community/Nanbeige4.1-3B-heretic-8bit 
Base Model(s)  Daizee/Nanbeige4.1-3B-heretic   Daizee/Nanbeige4.1-3B-heretic
Model Size3b
Required VRAM4.2 GB
Updated2026-03-31
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 Version4.57.3
Tokenizer ClassTokenizersBackend
Padding Token<unk>
Vocabulary Size166144

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Nanbeige4.1 3B 8bit256K / 4.2 GB102914
...2 3B Instruct Unsloth Bnb 4bit128K / 2.4 GB11558410
Llama32 3B En Emo 2000 Stp128K / 2.2 GB500
Llama32 3B En Emo 300 Stp128K / 2.2 GB100
Llama32 3B En Emo 1000 Stp128K / 2.2 GB60
Llama32 3B En Emo 5000 Stp128K / 2.2 GB50
...ngCore 3B Instruct R01 Reflect128K / 6.5 GB01
ReasoningCore 3B 0128K / 6.5 GB102
Security Llama3.2 3B128K / 6.5 GB42
Gladiator Mini Exp 1211 3B128K / 6.5 GB90
Note: green Score (e.g. "73.2") means that the model is better than mlx-community/Nanbeige4.1-3B-heretic-8bit.

Rank the Nanbeige4.1 3B Heretic 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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