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MiniCPM 2B 128K by openbmb

 »  All LLMs  »  openbmb  »  MiniCPM 2B 128K   URL Share it on

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  Autotrain compatible   Conversational   Custom code   Dataset:stingning/ultrachat   En   Minicpm   Modelbest   Pytorch   Region:us   Thunlp   Zh
Model Card on HF 🤗: https://huggingface.co/openbmb/MiniCPM-2B-128k 

MiniCPM 2B 128K Benchmarks

LLME Score: 0.19475
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
MiniCPM 2B 128K (openbmb/MiniCPM-2B-128k)

MiniCPM 2B 128K Parameters and Internals

Model Type 
text-generation, conversational
Use Cases 
Areas:
Research, Commercial Applications
Limitations:
Hallucinatory issues due to model size, Influence by prompt words, Inconsistent results from multiple attempts, Inaccuracy in knowledge memory
Considerations:
Model may output identity information similar to the GPT series models due to the use of ShareGPT corpus in training.
Supported Languages 
languages_supported ()
Training Details 
Data Sources:
ShareGPT open-source corpus
Context Length:
128000
Input Output 
Input Format:
The model uses chatml format for alignment (user\n{}\nassistant\n).
Accepted Modalities:
text
Output Format:
text
Performance Tips:
Specify the data type of the model clearly in 'from_pretrained' to avoid calculation errors.
LLM NameMiniCPM 2B 128K
Repository 🤗https://huggingface.co/openbmb/MiniCPM-2B-128k 
Model Size2b
Required VRAM6 GB
Updated2025-02-05
Maintaineropenbmb
Model Files  6.0 GB
Supported Languageszh en
Model ArchitectureMiniCPMForCausalLM
Context Length65536
Model Max Length65536
Transformers Version4.36.0
Tokenizer ClassLlamaTokenizer
Vocabulary Size122760
Torch Data Typebfloat16

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Note: green Score (e.g. "73.2") means that the model is better than openbmb/MiniCPM-2B-128k.

Rank the MiniCPM 2B 128K 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 v20241227
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