MiniCPM4 Survey by openbmb

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Model Card on HF ๐Ÿค—: https://huggingface.co/openbmb/MiniCPM4-Survey 

MiniCPM4 Survey Benchmarks

nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
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MiniCPM4 Survey Parameters and Internals

LLM NameMiniCPM4 Survey
Repository ๐Ÿค—https://huggingface.co/openbmb/MiniCPM4-Survey 
Model Size8b
Required VRAM16.5 GB
Updated2025-06-09
Maintaineropenbmb
Model Typeminicpm
Model Files  5.0 GB: 1-of-4   5.0 GB: 2-of-4   4.9 GB: 3-of-4   1.6 GB: 4-of-4
Supported Languageszh en
Model ArchitectureMiniCPMForCausalLM
Licenseapache-2.0
Context Length32768
Model Max Length32768
Transformers Version4.46.3
Tokenizer ClassLlamaTokenizer
Vocabulary Size73448
Torch Data Typebfloat16
MiniCPM4 Survey (openbmb/MiniCPM4-Survey)

Best Alternatives to MiniCPM4 Survey

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Context / RAM
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MiniCPM4 8B32K / 16.4 GB643106
MiniCPM4 8B Marlin VLLM32K / 5.2 GB2004
MiniCPM4 8B Marlin Cpmcu32K / 5.1 GB455
MiniCPM4 8B Eagle VLLM32K / 2.3 GB604
MiniCPM4 8B Eagle FRSpec32K / 1.1 GB306
Note: green Score (e.g. "73.2") means that the model is better than openbmb/MiniCPM4-Survey.

Rank the MiniCPM4 Survey 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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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241124