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OpenELM 450M by apple

 »  All LLMs  »  apple  »  OpenELM 450M   URL Share it on

  648   
  Arxiv:2404.14619   Autotrain compatible   Custom code   Openelm   Region:us   Safetensors
Model Card on HF 🤗: https://huggingface.co/apple/OpenELM-450M 

OpenELM 450M Benchmarks

LLME Score: 0.20031
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
OpenELM 450M (apple/OpenELM-450M)

OpenELM 450M Parameters and Internals

Model Type 
Language Model
Additional Notes 
The models were trained on public datasets with no safety guarantees, necessitating user-end safety testing and filtering.
Training Details 
Data Sources:
RefinedWeb, deduplicated PILE, subset of RedPajama, subset of Dolma v1.6
Data Volume:
approximately 1.8 trillion tokens
Methodology:
layer-wise scaling strategy
LLM NameOpenELM 450M
Repository 🤗https://huggingface.co/apple/OpenELM-450M 
Model Size450m
Required VRAM1.8 GB
Updated2025-02-05
Maintainerapple
Model Typeopenelm
Model Files  1.8 GB
Model ArchitectureOpenELMForCausalLM
Licenseother
Transformers Version4.39.3
Vocabulary Size32000
Torch Data Typefloat32

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Note: green Score (e.g. "73.2") means that the model is better than apple/OpenELM-450M.

Rank the OpenELM 450M 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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