What are the hardware requirements for Nanbeige4.1 3B Heretic?

Nanbeige4.1 3B Heretic requires approximately 7.9 GB of VRAM and supports a context window of 256K tokens. Quantized variants may run on less VRAM; see the Quantized Models section on this page.

Who developed Nanbeige4.1 3B Heretic and how large is it?

Nanbeige4.1 3B Heretic is developed by Echo9Zulu, a model with 3b parameters. The model is published as open weights on Hugging Face and indexed on LLM Explorer with full benchmark history.

Where can I download or evaluate Nanbeige4.1 3B Heretic?

Nanbeige4.1 3B Heretic is hosted on Hugging Face and linked from this page. LLM Explorer also lists quantized variants and similar alternatives if available.

Nanbeige4.1 3B Heretic by Echo9Zulu — VRAM 7.9GB, 256K context

Name: Nanbeige4.1 3B Heretic
Author: Echo9Zulu

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: 0.22.

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 Parameters and Internals

LLM Name	Nanbeige4.1 3B Heretic
Repository 🤗	https://huggingface.co/Echo9Zulu/Nanbeige4.1-3B-Heretic
Base Model(s)	Nanbeige4 3B Base Nanbeige/Nanbeige4-3B-Base
Model Size	3b
Required VRAM	7.9 GB
Updated	2026-08-07
Maintainer	Echo9Zulu
Model Type	llama
Model Files	5.0 GB: 1-of-2 2.9 GB: 2-of-2
Supported Languages	en zh
Model Architecture	LlamaForCausalLM
License	apache-2.0
Context Length	262144
Model Max Length	262144
Transformers Version	4.57.6
Tokenizer Class	LlamaTokenizer
Padding Token	<unk>
Vocabulary Size	166144

Rank the Nanbeige4.1 3B Heretic capabilities

Have you tried this model? Rate its performance — this feedback helps the ML community find the right model for their needs.

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

Best Alternatives to Nanbeige4.1 3B Heretic

Best Alternatives	Context / RAM	Downloads	Likes
Nanbeige4.1 3B	256K / 7.9 GB	20875	1161
Nanbeige4.1 3B Heretic	256K / 7.9 GB	149	50
Nanbeige4.1 3B Heretic Mxfp4	256K / 7.9 GB	34	2
Nanbeige4.1 3B Bf16	256K / 7.9 GB	47	3
...anbeige4.1 3B Heretic Bfloat16	256K / 7.9 GB	33	1
Nanbeige4.1 3B Heretic	256K / 7.9 GB	15	0
ISA 03 Mini 3B Hybrid Preview	256K / 6.5 GB	4	4
ToolMind Web 3B	192K / 7.9 GB	156	28
Llama 3.2 3B Instruct	128K / 6.5 GB	1829572	2368
Llama 3.2 3B Instruct	128K / 6.5 GB	186207	96

Note: green Score (e.g. "73.2") means that the model is better than Echo9Zulu/Nanbeige4.1-3B-Heretic.