Shell 7B by WisdomShell

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Shell 7B is an open-source language model by WisdomShell. Features: 7b LLM, VRAM: 15.4GB, LLM Explorer Score: 0.14.

  Codeshell   Custom code   En   Openbankai   Pku-kcl   Pytorch   Region:us   Sharded   Wisdomshell   Zh

Shell 7B Benchmarks

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

Shell 7B Parameters and Internals

LLM NameShell 7B
Repository 🤗https://huggingface.co/WisdomShell/Shell-7B 
Model Size7b
Required VRAM15.4 GB
Updated2026-04-19
MaintainerWisdomShell
Model Typecodeshell
Model Files  10.0 GB: 1-of-2   5.4 GB: 2-of-2
Supported Languageszh en
Model ArchitectureCodeShellForCausalLM
Model Max Length8192
Transformers Version4.31.0
Tokenizer ClassGPT2Tokenizer
Padding Token<|endoftext|>
Vocabulary Size70144
Torch Data Typebfloat16
Activation Functiongelu_pytorch_tanh

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Rank the Shell 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 v20260328a