MiniCPM3 4B GGUF by AtakanTekparmak

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

MiniCPM3 4B GGUF Benchmarks

nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
MiniCPM3 4B GGUF (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 NameMiniCPM3 4B GGUF
Repository ๐Ÿค—https://huggingface.co/AtakanTekparmak/MiniCPM3-4B-GGUF 
Model Size4b
Required VRAM8.2 GB
Updated2024-12-21
MaintainerAtakanTekparmak
Model Files  8.2 GB
Supported Languageszh en
GGUF QuantizationYes
Quantization Typegguf
Model ArchitectureMiniCPM3ForCausalLM
Licenseapache-2.0
Context Length32768
Model Max Length32768
Transformers Version4.41.0
Vocabulary Size73448
Torch Data Typebfloat16

Best Alternatives to MiniCPM3 4B GGUF

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Context / RAM
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MiniCPM3 4B32K / 8.2 GB46058392
MiniCPM3 4B GPTQ Int432K / 2.4 GB68510
Note: green Score (e.g. "73.2") means that the model is better than AtakanTekparmak/MiniCPM3-4B-GGUF.

Rank the MiniCPM3 4B GGUF 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 v20241217