Codegen 6B Nl by Salesforce

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  Arxiv:2203.13474   Autotrain compatible   Codegen   Endpoints compatible   Pytorch   Region:us

Codegen 6B Nl Benchmarks

Codegen 6B Nl (Salesforce/codegen-6B-nl)

Codegen 6B Nl Parameters and Internals

Model Type 
autoregressive, language model
Use Cases 
Primary Use Cases:
program synthesis
Limitations:
Best at generating executable code given English prompts
Training Details 
Data Sources:
the Pile
Methodology:
Trained using cross-entropy loss for maximizing likelihood.
Hardware Used:
multiple TPU-v4-512
LLM NameCodegen 6B Nl
Repository ๐Ÿค—https://huggingface.co/Salesforce/codegen-6B-nl 
Model Size6b
Required VRAM14.3 GB
Updated2025-02-09
MaintainerSalesforce
Model Typecodegen
Model Files  14.3 GB
Generates CodeYes
Model ArchitectureCodeGenForCausalLM
Licensebsd-3-clause
Model Max Length2048
Transformers Version4.21.0.dev0
Tokenizer ClassGPT2Tokenizer
Vocabulary Size51200
Torch Data Typefloat16
Activation Functiongelu_new

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Note: green Score (e.g. "73.2") means that the model is better than Salesforce/codegen-6B-nl.

Rank the Codegen 6B Nl 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