LLM EXPLORER
 LLM Explorer: A Curated Large Language Model Directory and Analytics
Dark Theme
  LLM  List    LLM Hosting    LLM Leaderboards    Blog    Newsfeed    Advertise

MiniCPM 2B DPO Bf16 by openbmb

 »  All LLMs  »  openbmb  »  MiniCPM 2B DPO Bf16   URL Share it on

  621   
  Autotrain compatible   Conversational   Custom code   En   Minicpm   Modelbest   Pytorch   Region:us   Thunlp   Zh
Model Card on HF 🤗: https://huggingface.co/openbmb/MiniCPM-2B-dpo-bf16 

MiniCPM 2B DPO Bf16 Benchmarks

LLME Score: 0.16271
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
🌟 Advertise your project 🚀

MiniCPM 2B DPO Bf16 Parameters and Internals

Model Type 
End-Side LLM
Use Cases 
Areas:
academic research
Applications:
Mobile Phone Applications
Limitations:
Hallucinatory issues due to model size, Identity information outputs from ShareGPT corpus
Considerations:
Combining RAG method to enhance memory.
Additional Notes 
All model parameters for research and limited commercial use.
Supported Languages 
languages_supported (Chinese, Mathematics, Coding), proficiency_level (High)
Training Details 
Data Sources:
ShareGPT open-source corpus
Methodology:
SFT and DPO
Safety Evaluation 
Risk Categories:
hallucinatory issues, model identity bias
Input Output 
Input Format:
Prompt-based input
Accepted Modalities:
text, multimodal
Output Format:
Language and Multimodal generation
Performance Tips:
Specify model datatype in 'from_pretrained' to avoid calculation errors.
LLM NameMiniCPM 2B DPO Bf16
Repository 🤗https://huggingface.co/openbmb/MiniCPM-2B-dpo-bf16 
Model Size2b
Required VRAM5.5 GB
Updated2025-06-09
Maintaineropenbmb
Model Files  5.5 GB
Supported Languagesen zh
Model ArchitectureMiniCPMForCausalLM
Context Length4096
Model Max Length4096
Transformers Version4.36.0
Tokenizer ClassLlamaTokenizer
Vocabulary Size122753
Torch Data Typebfloat16
MiniCPM 2B DPO Bf16 (openbmb/MiniCPM-2B-dpo-bf16)

Best Alternatives to MiniCPM 2B DPO Bf16

Best Alternatives
Context / RAM
Downloads
Likes
MiniCPM 2B 128K64K / 6 GB37042
MiniCPM 2B Sft Bf164K / 5.5 GB17506118
Sparsing Law 0.1B Relu4K / 0.4 GB322
MiniCPM MoE 8x2B4K / 27.7 GB128842
...iCPM 2B RAFT Lora Hotpotqa Dev4K / 5.5 GB240
MiniCPM 2B Sft Fp324K / 10.9 GB446295
MiniCPM Duplex4K / 5.5 GB213
...iniCPM 2B DPO Fp32 Safetensors4K / 10.9 GB141
...iniCPM 2B DPO Bf16 Safetensors4K / 5.5 GB131
...iniCPM 2B Sft Fp32 Safetensors4K / 10.9 GB81
Note: green Score (e.g. "73.2") means that the model is better than openbmb/MiniCPM-2B-dpo-bf16.

Rank the MiniCPM 2B DPO Bf16 Capabilities

🆘 Have you tried this model? Rate its performance. This feedback would greatly assist ML community in identifying the most suitable model for their needs. Your contribution really does make a difference! 🌟

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  

What open-source LLMs or SLMs are you in search of? 48023 in total.

Email us: info@extractum.io. Our Privacy Policy  | Terms and Conditions  | Suggest an improvement.
Our Social Media →  
Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241124
  Support LLM Explorer