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OpenELM 3B by apple

 »  All LLMs  »  apple  »  OpenELM 3B   URL Share it on

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  Arxiv:2404.14619   Autotrain compatible   Custom code   Openelm   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/apple/OpenELM-3B 

OpenELM 3B Benchmarks

LLME Score: 0.2119
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
OpenELM 3B (apple/OpenELM-3B)

OpenELM 3B Parameters and Internals

Model Type 
Efficient Language Model
Additional Notes 
OpenELM uses layer-wise scaling for efficient parameter allocation.
Training Details 
Data Sources:
RefinedWeb, deduplicated PILE, subset of RedPajama, subset of Dolma v1.6
Data Volume:
1.8 trillion tokens
Methodology:
Layer-wise scaling strategy
Model Architecture:
Transformer with layer-wise scaling strategy
LLM NameOpenELM 3B
Repository 🤗https://huggingface.co/apple/OpenELM-3B 
Model Size3b
Required VRAM12.2 GB
Updated2025-01-20
Maintainerapple
Model Typeopenelm
Model Files  5.0 GB: 1-of-3   4.9 GB: 2-of-3   2.3 GB: 3-of-3
Model ArchitectureOpenELMForCausalLM
Licenseother
Transformers Version4.39.3
Vocabulary Size32000
Torch Data Typefloat32

Best Alternatives to OpenELM 3B

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OpenELM 3B Instruct0K / 6 GB7709326
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Note: green Score (e.g. "73.2") means that the model is better than apple/OpenELM-3B.

Rank the OpenELM 3B 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 v20241227
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