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Granite Guardian 3.1 2B by ibm-granite

 »  All LLMs  »  ibm-granite  »  Granite Guardian 3.1 2B   URL Share it on

  2678   
  Arxiv:2412.07724   Autotrain compatible   Conversational   En   Endpoints compatible   Granite   Instruct   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/ibm-granite/granite-guardian-3.1-2b 

Granite Guardian 3.1 2B Benchmarks

LLME Score: 0.28339
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Granite Guardian 3.1 2B (ibm-granite/granite-guardian-3.1-2b)

Granite Guardian 3.1 2B Parameters and Internals

LLM NameGranite Guardian 3.1 2B
Repository 🤗https://huggingface.co/ibm-granite/granite-guardian-3.1-2b 
Model Size2b
Required VRAM5.1 GB
Updated2025-03-12
Maintaineribm-granite
Model Typegranite
Instruction-BasedYes
Model Files  5.0 GB: 1-of-2   0.1 GB: 2-of-2
Supported Languagesen
Model ArchitectureGraniteForCausalLM
Licenseapache-2.0
Context Length131072
Model Max Length131072
Transformers Version4.46.3
Tokenizer ClassGPT2Tokenizer
Padding Token<|end_of_text|>
Vocabulary Size49155
Torch Data Typebfloat16
Errorsreplace

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Granite 3.1 2B Instruct128K / 5.1 GB4129945
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Granite 3.0 2B Instruct4K / 5.3 GB2260947
...te 3.2 2B Instruct Abliterated128K / 5.1 GB2254
...te 3.1 2B Instruct Abliterated128K / 5.1 GB594
Note: green Score (e.g. "73.2") means that the model is better than ibm-granite/granite-guardian-3.1-2b.

Rank the Granite Guardian 3.1 2B 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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