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OpenELM 1 1B Instruct by apple

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  1375730   
  Arxiv:2404.14619   Autotrain compatible   Custom code   Instruct   Openelm   Region:us   Safetensors
Model Card on HF 🤗: https://huggingface.co/apple/OpenELM-1_1B-Instruct 

OpenELM 1 1B Instruct Benchmarks

LLME Score: 0.32925
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
OpenELM 1 1B Instruct (apple/OpenELM-1_1B-Instruct)

OpenELM 1 1B Instruct Parameters and Internals

Model Type 
language model
Use Cases 
Areas:
research, commercial applications
Additional Notes 
Models are trained on publicly available datasets and do not come with safety guarantees.
Training Details 
Data Sources:
RefinedWeb, deduplicated PILE, RedPajama, Dolma v1.6
Data Volume:
1.8 trillion tokens
Methodology:
layer-wise scaling strategy for efficient parameter allocation
Model Architecture:
Transformer
LLM NameOpenELM 1 1B Instruct
Repository 🤗https://huggingface.co/apple/OpenELM-1_1B-Instruct 
Model Size1b
Required VRAM2.2 GB
Updated2024-12-26
Maintainerapple
Model Typeopenelm
Instruction-BasedYes
Model Files  2.2 GB
Model ArchitectureOpenELMForCausalLM
Licenseother
Transformers Version4.39.3
Vocabulary Size32000
Torch Data Typebfloat16

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Rank the OpenELM 1 1B 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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