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Codegen2 16B P by Salesforce

 »  All LLMs  »  Salesforce  »  Codegen2 16B P   URL Share it on

  756   
  Arxiv:2305.02309   Autotrain compatible   Codegen   Custom code   Endpoints compatible   Pytorch   Region:us   Sharded
Model Card on HF 🤗: https://huggingface.co/Salesforce/codegen2-16B_P 

Codegen2 16B P Benchmarks

LLME Score: 0.10817
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Codegen2 16B P (Salesforce/codegen2-16B_P)

Codegen2 16B P Parameters and Internals

Model Type 
autoregressive, language model, program synthesis
Use Cases 
Areas:
program synthesis
Applications:
generating executable code
Primary Use Cases:
Generating executables from English prompts, Completing partially-generated code
Supported Languages 
c (supported), c++ (supported), c-sharp (supported), dart (supported), go (supported), java (supported), javascript (supported), kotlin (supported), lua (supported), php (supported), python (supported), ruby (supported), rust (supported), scala (supported), shell (supported), sql (supported), swift (supported), typescript (supported), vue (supported)
Training Details 
Data Sources:
the deduplicated version of the Stack dataset (v1.1)
Methodology:
cross-entropy loss to maximize the likelihood of sequential inputs
Input Output 
Accepted Modalities:
text
LLM NameCodegen2 16B P
Repository 🤗https://huggingface.co/Salesforce/codegen2-16B_P 
Model Size16b
Required VRAM64.3 GB
Updated2025-03-11
MaintainerSalesforce
Model Typecodegen
Model Files  9.7 GB: 1-of-7   9.7 GB: 2-of-7   9.7 GB: 3-of-7   9.7 GB: 4-of-7   9.7 GB: 5-of-7   9.7 GB: 6-of-7   6.1 GB: 7-of-7
Generates CodeYes
Model ArchitectureCodeGenForCausalLM
Licenseapache-2.0
Model Max Length1024
Transformers Version4.25.1
Tokenizer ClassGPT2Tokenizer
Vocabulary Size51200
Torch Data Typefloat32
Activation Functiongelu_new

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Rank the Codegen2 16B 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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Release v20241227
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