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Granite 3.1 2B Instruct by ibm-granite

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

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  Arxiv:0000.00000   Autotrain compatible Base model:finetune:ibm-granit... Base model:ibm-granite/granite...   Conversational   Granite   Granite-3.1   Instruct   Language   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/ibm-granite/granite-3.1-2b-instruct 

Granite 3.1 2B Instruct Benchmarks

LMSys ELO: 1119 vs 1272 (so35)-12%
MMLU Pro: 20.21
GPQA: 5.26
MUSR: 4.87
BBH: 21.82
IFEval: 62.86 vs 88 (so35)-28.6%
MATH Lvl 5: 15.26
LLME Score: 0.48093
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Granite 3.1 2B Instruct (ibm-granite/granite-3.1-2b-instruct)

Granite 3.1 2B Instruct Parameters and Internals

LLM NameGranite 3.1 2B Instruct
Repository 🤗https://huggingface.co/ibm-granite/granite-3.1-2b-instruct 
Base Model(s)  ibm-granite/granite-3.1-2b-base   ibm-granite/granite-3.1-2b-base
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
Model ArchitectureGraniteForCausalLM
Licenseapache-2.0
Context Length131072
Model Max Length131072
Transformers Version4.47.0
Tokenizer ClassGPT2Tokenizer
Padding Token<|end_of_text|>
Vocabulary Size49155
Torch Data Typebfloat16
Errorsreplace

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Rank the Granite 3.1 2B Instruct 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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