What are the hardware requirements for MiniCPM4 8B Marlin VLLM?

MiniCPM4 8B Marlin VLLM requires approximately 5.2 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 MiniCPM4 8B Marlin VLLM and how large is it?

MiniCPM4 8B Marlin VLLM is developed by openbmb, a model with 8b 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 MiniCPM4 8B Marlin VLLM?

MiniCPM4 8B Marlin VLLM is hosted on Hugging Face and linked from this page. LLM Explorer also lists quantized variants and similar alternatives if available.

MiniCPM4 8B Marlin VLLM by openbmb — VRAM 5.2GB, 32K context

Name: MiniCPM4 8B Marlin VLLM
Author: openbmb

MiniCPM4 8B Marlin VLLM is an open-source language model by openbmb. Features: 8b LLM, VRAM: 5.2GB, Context: 32K, License: apache-2.0, Merged, LLM Explorer Score: 0.18.

Merged Model 4-bit Conversational Custom code En Gptq Minicpm Region:us Safetensors Zh

Model Card on HF 🤗: https://huggingface.co/openbmb/MiniCPM4-8B-marlin-vLLM

MiniCPM4 8B Marlin VLLM Parameters and Internals

LLM Name	MiniCPM4 8B Marlin VLLM
Repository 🤗	https://huggingface.co/openbmb/MiniCPM4-8B-marlin-vLLM
Merged Model	Yes
Model Size	8b
Required VRAM	5.2 GB
Updated	2026-08-03
Maintainer	openbmb
Model Type	minicpm
Model Files	5.2 GB
Supported Languages	zh en
Model Architecture	MiniCPMForCausalLM
License	apache-2.0
Context Length	32768
Model Max Length	32768
Transformers Version	4.40.2
Tokenizer Class	LlamaTokenizer
Vocabulary Size	73448
Torch Data Type	float16

Rank the MiniCPM4 8B Marlin VLLM 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 MiniCPM4 8B Marlin VLLM

Best Alternatives	Context / RAM	Downloads	Likes
MiniCPM4.1 8B	64K / 16.3 GB	104569	391
BitCPM CANN 8B	32K / 16.4 GB	1626	102
MiniCPM4 8B	32K / 16.4 GB	89236	284
MiniCPM4 8B Eagle VLLM	32K / 2.3 GB	107	10
MiniCPM4 8B Marlin Cpmcu	32K / 5.1 GB	70	8
MiniCPM4 Survey	32K / 16.5 GB	55	14
MiniCPM4 8B Eagle FRSpec	32K / 0 GB	57	9

Note: green Score (e.g. "73.2") means that the model is better than openbmb/MiniCPM4-8B-marlin-vLLM.