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Granite 3.1 2B Base by ibm-granite

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  Autotrain compatible   Endpoints compatible   Granite   Granite-3.1   Language   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/ibm-granite/granite-3.1-2b-base 

Granite 3.1 2B Base Benchmarks

MMLU Pro: 13.9
GPQA: 3.69
MUSR: 3.9
BBH: 16.84
IFEval: 35.22 vs 88 (so35)-60%
MATH Lvl 5: 5.66
LLME Score: 0.33718
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 Base (ibm-granite/granite-3.1-2b-base)

Granite 3.1 2B Base Parameters and Internals

LLM NameGranite 3.1 2B Base
Repository 🤗https://huggingface.co/ibm-granite/granite-3.1-2b-base 
Model Size2b
Required VRAM5.1 GB
Updated2025-03-12
Maintaineribm-granite
Model Typegranite
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 Version4.46.0
Tokenizer ClassGPT2Tokenizer
Padding Token<|endoftext|>
Vocabulary Size49152
Torch Data Typebfloat16

Best Alternatives to Granite 3.1 2B Base

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Context / RAM
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Granite 3.1 2B Instruct128K / 5.1 GB4129945
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Granite Guardian 3.1 2B128K / 5.1 GB26788
Granite Guardian 3.0 2B8K / 5.1 GB32020
Granite 3.0 2B Instruct4K / 5.3 GB2260947
Granite 3.0 2B Base4K / 10.1 GB746521
...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-3.1-2b-base.

Rank the Granite 3.1 2B Base Capabilities

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Release v20241227
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