What are the hardware requirements for Nanbeige4.1 3B Heretic 8bit?

Nanbeige4.1 3B Heretic 8bit requires approximately 4.2 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 8bit and how large is it?

Nanbeige4.1 3B Heretic 8bit is developed by mlx-community, 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 8bit?

Nanbeige4.1 3B Heretic 8bit 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 8bit by mlx-community — VRAM 4.2GB, 256K context

Name: Nanbeige4.1 3B Heretic 8bit
Author: mlx-community

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, LLM Explorer Score: 0.22.

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 Parameters and Internals

LLM Name	Nanbeige4.1 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 Size	3b
Required VRAM	4.2 GB
Updated	2026-07-12
Maintainer	mlx-community
Model Type	llama
Model Files	4.2 GB
Supported Languages	en zh
Quantization Type	8bit
Model Architecture	LlamaForCausalLM
License	apache-2.0
Context Length	262144
Model Max Length	262144
Transformers Version	4.57.3
Tokenizer Class	TokenizersBackend
Padding Token	<unk>
Vocabulary Size	166144

Rank the Nanbeige4.1 3B Heretic 8bit 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 8bit

Best Alternatives	Context / RAM	Downloads	Likes
Nanbeige4.1 3B 8bit	256K / 4.2 GB	186	14
Nanbeige4.1 3B 4bit	256K / 2.2 GB	99	1
Legal Chatbot Sft Llama3.2 3B	128K / 6.5 GB	855	0
Fine Tuning LLM	128K / 6.5 GB	380	0
Llama32 3B Legal Id Sft	128K / 6.5 GB	599	0
Llama3 Finetuned Id 16bit	128K / 6.5 GB	652	0
Llama 3.2 3B Legal SFT	128K / 6.5 GB	294	0
Slm Rag Sft Merged	128K / 6.5 GB	297	0
Fine Tuning LLM	128K / 6.5 GB	534	0
...Llama 3.2 3B Legal Chatbot Sft	128K / 6.5 GB	817	0

Note: green Score (e.g. "73.2") means that the model is better than mlx-community/Nanbeige4.1-3B-heretic-8bit.