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Baichuan 7B by baichuan-inc

 »  All LLMs  »  baichuan-inc  »  Baichuan 7B   URL Share it on

  15952   
  Arxiv:1910.07467   Arxiv:2009.03300   Autotrain compatible   Baichuan   Custom code   En   Endpoints compatible   Pytorch   Region:us   Zh
Model Card on HF 🤗: https://huggingface.co/baichuan-inc/Baichuan-7B 

Baichuan 7B Benchmarks

LLME Score: 0.22091
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Baichuan 7B (baichuan-inc/Baichuan-7B)

Baichuan 7B Parameters and Internals

Model Type 
text generation
Use Cases 
Areas:
Research, Commercial applications
Applications:
NLP tasks, Text generation
Limitations:
Factually incorrect outputs possible; should not be relied on for accurate information.
Supported Languages 
Chinese (SOTA), English (Supported)
Training Details 
Data Sources:
Proprietary bilingual Chinese-English corpora
Data Volume:
1.2 trillion tokens
Methodology:
Based on the Transformer architecture, optimized for Chinese.
Context Length:
4096
Model Architecture:
Standard Transformer structure with rotary-embedding, SwiGLU feedforward layer, and RMSNorm Layer Normalization.
LLM NameBaichuan 7B
Repository 🤗https://huggingface.co/baichuan-inc/Baichuan-7B 
Model Size7b
Required VRAM14 GB
Updated2024-12-26
Maintainerbaichuan-inc
Model Typebaichuan
Model Files  14.0 GB
Supported Languageszh en
Model ArchitectureBaiChuanForCausalLM
Context Length4096
Model Max Length4096
Transformers Version4.29.1
Tokenizer ClassBaiChuanTokenizer
Beginning of Sentence Token<s>
End of Sentence Token</s>
Unk Token<unk>
Vocabulary Size64000
Torch Data Typefloat32

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Rank the Baichuan 7B 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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Release v20241217
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