Codegen2 1B P by Salesforce

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  Arxiv:2305.02309   Autotrain compatible   Codegen   Custom code   Endpoints compatible   Pytorch   Region:us

Codegen2 1B P Benchmarks

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

Codegen2 1B P Parameters and Internals

LLM NameCodegen2 1B P
Repository ๐Ÿค—https://huggingface.co/Salesforce/codegen2-1B_P 
Model Size1b
Required VRAM4.1 GB
Updated2024-10-18
MaintainerSalesforce
Model Typecodegen
Model Files  4.1 GB
Generates CodeYes
Model ArchitectureCodeGenForCausalLM
Licenseapache-2.0
Model Max Length1024
Transformers Version4.25.1
Tokenizer ClassGPT2Tokenizer
Vocabulary Size51200
Torch Data Typefloat32
Activation Functiongelu_new
Codegen2 1B P (Salesforce/codegen2-1B_P)

Best Alternatives to Codegen2 1B P

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Tiny Random Codegen20K / 0 GB1013731
Codegen2 1B Security0K / 4.1 GB100
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Note: green Score (e.g. "73.2") means that the model is better than Salesforce/codegen2-1B_P.

Rank the Codegen2 1B P 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 v2024072803