Bert Tiny by prajjwal1

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  Arxiv:1908.08962   Arxiv:2110.01518   Bert   En   Endpoints compatible   Mnli   Nli   Pre-training   Pytorch   Region:us
Model Card on HF ๐Ÿค—: https://huggingface.co/prajjwal1/bert-tiny 

Bert Tiny Benchmarks

nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Bert Tiny (prajjwal1/bert-tiny)

Bert Tiny Parameters and Internals

Model Type 
transformer, pre-trained
Use Cases 
Areas:
Natural Language Inference (NLI)
Additional Notes 
This model is a Pytorch version converted from a Tensorflow checkpoint.
Training Details 
Methodology:
Knowledge Distillation
Model Architecture:
L=2, H=128
LLM NameBert Tiny
Repository ๐Ÿค—https://huggingface.co/prajjwal1/bert-tiny 
Required VRAM0 GB
Updated2025-02-08
Maintainerprajjwal1
Model Files  0.0 GB
Supported Languagesen
Model ArchitectureAutoModel
Licensemit
Context Length512
Model Max Length512
Vocabulary Size30522

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Note: green Score (e.g. "73.2") means that the model is better than prajjwal1/bert-tiny.

Rank the Bert Tiny 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