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Cipher 20B by HelpingAI

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Cipher 20B is an open-source language model by HelpingAI. Features: 20b LLM, VRAM: 41.4GB, Context: 32K, License: other, LLM Explorer Score: 0.25.

  Ai assistant   Autotrain compatible   Cipher   Code generation   Codegen   Conversational   En   Endpoints compatible   Helpingai   Qwen2   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/HelpingAI/Cipher-20B 

Cipher 20B Benchmarks

MMLU Pro: 30.49
GPQA: 6.04
MUSR: 8.17
BBH: 43.44
IFEval: 53.78 vs 88 (so35)-38.9%
MATH Lvl 5: 19.94
LLME Score: 0.24701
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Cipher 20B (HelpingAI/Cipher-20B)
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Cipher 20B Parameters and Internals

LLM NameCipher 20B
Repository 🤗https://huggingface.co/HelpingAI/Cipher-20B 
Model Size20b
Required VRAM41.4 GB
Updated2025-09-23
MaintainerHelpingAI
Model Typeqwen2
Model Files  5.0 GB: 1-of-9   5.0 GB: 2-of-9   5.0 GB: 3-of-9   5.0 GB: 4-of-9   5.0 GB: 5-of-9   5.0 GB: 6-of-9   5.0 GB: 7-of-9   4.8 GB: 8-of-9   1.6 GB: 9-of-9
Supported Languagesen
Model ArchitectureQwen2ForCausalLM
Licenseother
Context Length32768
Model Max Length32768
Transformers Version4.46.3
Tokenizer ClassQwen2Tokenizer
Padding Token<|PAD_TOKEN|>
Vocabulary Size152064
Torch Data Typebfloat16
Errorsreplace

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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
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