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Nanbeige4.1 3B Heretic by Echo9Zulu

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Nanbeige4.1 3B Heretic is an open-source language model by Echo9Zulu. Features: 3b LLM, VRAM: 7.9GB, Context: 256K, License: apache-2.0, LLM Explorer Score: 0.23.

  Abliterated Base model:finetune:nanbeige/n... Base model:nanbeige/nanbeige4-...   Conversational   Decensored   En   Endpoints compatible   Heretic   Llama   Nanbeige   Region:us   Safetensors   Sharded   Tensorflow   Uncensored   Zh
Model Card on HF 🤗: https://huggingface.co/Echo9Zulu/Nanbeige4.1-3B-Heretic 

Nanbeige4.1 3B Heretic Benchmarks

LLME Score: 0.23495
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 Heretic (Echo9Zulu/Nanbeige4.1-3B-Heretic)
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Nanbeige4.1 3B Heretic Parameters and Internals

LLM NameNanbeige4.1 3B Heretic
Repository 🤗https://huggingface.co/Echo9Zulu/Nanbeige4.1-3B-Heretic 
Base Model(s)  Nanbeige4 3B Base   Nanbeige/Nanbeige4-3B-Base
Model Size3b
Required VRAM7.9 GB
Updated2026-05-26
MaintainerEcho9Zulu
Model Typellama
Model Files  5.0 GB: 1-of-2   2.9 GB: 2-of-2
Supported Languagesen zh
Model ArchitectureLlamaForCausalLM
Licenseapache-2.0
Context Length262144
Model Max Length262144
Transformers Version4.57.6
Tokenizer ClassLlamaTokenizer
Padding Token<unk>
Vocabulary Size166144

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Nanbeige4.1 3B256K / 7.9 GB1728321108
Nanbeige4.1 3B Heretic256K / 7.9 GB39350
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Nanbeige4.1 3B Heretic Mxfp4256K / 7.9 GB502
Nanbeige4.1 3B Heretic256K / 7.9 GB50
ISA 03 Mini 3B Hybrid Preview256K / 6.5 GB8514
Llama 3.2 3B Instruct128K / 6.5 GB22052122139
Llama 3.2 3B128K / 6.5 GB1183471785
Llama 3.2 3B Instruct128K / 6.5 GB12379
DeepSeek R1 Distill Llama 3B128K / 6.5 GB174016
Note: green Score (e.g. "73.2") means that the model is better than Echo9Zulu/Nanbeige4.1-3B-Heretic.

Rank the Nanbeige4.1 3B Heretic 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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