OpenELM 1 1B by apple

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  Arxiv:2404.14619   Autotrain compatible   Custom code   Openelm   Region:us   Safetensors
Model Card on HF ๐Ÿค—: https://huggingface.co/apple/OpenELM-1_1B 

OpenELM 1 1B Benchmarks

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 (apple/OpenELM-1_1B)

OpenELM 1 1B Parameters and Internals

Model Type 
Language Model
Additional Notes 
Trained using the CoreNet library. Pretrained and instruction-tuned models available with parameters ranging from 270M to 3B.
Training Details 
Data Sources:
RefinedWeb, deduplicated PILE, subset of RedPajama, subset of Dolma v1.6
Data Volume:
1.8 trillion tokens
Model Architecture:
Layer-wise scaling strategy in transformer model
LLM NameOpenELM 1 1B
Repository ๐Ÿค—https://huggingface.co/apple/OpenELM-1_1B 
Model Size1b
Required VRAM4.3 GB
Updated2025-02-05
Maintainerapple
Model Typeopenelm
Model Files  4.3 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-1_1B.

Rank the OpenELM 1 1B Capabilities

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Instruction Following and Task Automation  
Factuality and Completeness of Knowledge  
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Data Analysis and Insight Generation  
Text Generation  
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Code Generation  
Multi-Language Support and Translation  

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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241227