Ctrl by Salesforce

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  Arxiv:1909.05858   Arxiv:1910.09700   Ctrl   En   Endpoints compatible   Pytorch   Region:us   Tf
Model Card on HF ๐Ÿค—: https://huggingface.co/Salesforce/ctrl 

Ctrl Benchmarks

nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Ctrl (Salesforce/ctrl)

Ctrl Parameters and Internals

Model Type 
Transformer-based language model
Supported Languages 
primary_language (English), additional_languages (Some German, Spanish, French)
Training Details 
Data Sources:
Wikipedia (English, German, Spanish, French), Project Gutenberg, 45 Subreddits, OpenWebText, news data, Amazon Reviews, Europarl and UN data from WMT, ELI5, MRQA shared tasks
Data Volume:
140 GB
Methodology:
Pre-trained using language modeling with control codes as first token
Training Time:
2 weeks
Hardware Used:
Cloud TPU v3 Pod
Model Architecture:
CTRL has model dimension d = 1280, inner dimension f = 8192, 48 layers, and 16 heads per layer. Dropout with probability 0.1 follows the residual connections in each layer.
LLM NameCtrl
Repository ๐Ÿค—https://huggingface.co/Salesforce/ctrl 
Required VRAM6.5 GB
Updated2025-02-09
MaintainerSalesforce
Model Typectrl
Model Files  6.5 GB
Supported Languagesen
Model ArchitectureAutoModel
Licensebsd-3-clause
Model Max Length256
Vocabulary Size246534

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Note: green Score (e.g. "73.2") means that the model is better than Salesforce/ctrl.

Rank the Ctrl Capabilities

๐Ÿ†˜ Have you tried this model? Rate its performance. This feedback would greatly assist ML community in identifying the most suitable model for their needs. Your contribution really does make a difference! ๐ŸŒŸ

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