What are the hardware requirements for MiniCPM3 4B GGUF?

MiniCPM3 4B GGUF requires approximately 8.2 GB of VRAM and supports a context window of 32K tokens. Quantized variants may run on less VRAM; see the Quantized Models section on this page.

Who developed MiniCPM3 4B GGUF and how large is it?

MiniCPM3 4B GGUF is developed by AtakanTekparmak, a model with 4b 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 MiniCPM3 4B GGUF?

MiniCPM3 4B GGUF is hosted on Hugging Face and linked from this page. LLM Explorer also lists quantized variants and similar alternatives if available.

MiniCPM3 4B GGUF by AtakanTekparmak — VRAM 8.2GB, 32K context

Name: MiniCPM3 4B GGUF
Author: AtakanTekparmak

MiniCPM3 4B GGUF is an open-source language model by AtakanTekparmak. Features: 4b LLM, VRAM: 8.2GB, Context: 32K, License: apache-2.0, Quantized, LLM Explorer Score: 0.14.

Arxiv:2404.06395 Conversational Custom code En Endpoints compatible Gguf Quantized Region:us Zh

Model Card on HF 🤗: https://huggingface.co/AtakanTekparmak/MiniCPM3-4B-GGUF

MiniCPM3 4B GGUF Parameters and Internals

Model Type

text-generation

Additional Notes

MiniCPM3-4B has a 32k context window. Equipped with LLMxMapReduce, it can handle infinite context theoretically.

Supported Languages

en (English), zh (Chinese)

LLM Name	MiniCPM3 4B GGUF
Repository 🤗	https://huggingface.co/AtakanTekparmak/MiniCPM3-4B-GGUF
Model Size	4b
Required VRAM	8.2 GB
Updated	2026-08-25
Maintainer	AtakanTekparmak
Model Files	8.2 GB
Supported Languages	zh en
GGUF Quantization	Yes
Quantization Type	gguf
Model Architecture	MiniCPM3ForCausalLM
License	apache-2.0
Context Length	32768
Model Max Length	32768
Transformers Version	4.41.0
Vocabulary Size	73448
Torch Data Type	bfloat16

Rank the MiniCPM3 4B GGUF 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 MiniCPM3 4B GGUF

Best Alternatives	Context / RAM	Downloads	Likes
MiniCPM3 4B	32K / 8.2 GB	63741	419
OpenBNB MiniCPM3 4B	32K / 8.2 GB	30	0
MiniCPM3 4B GPTQ Int4	32K / 2.4 GB	41	12

Note: green Score (e.g. "73.2") means that the model is better than AtakanTekparmak/MiniCPM3-4B-GGUF.