Instruct Codegen 16B by sahil2801

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Instruct Codegen 16B Benchmarks

nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Instruct Codegen 16B (sahil2801/instruct-codegen-16B)

Instruct Codegen 16B Parameters and Internals

Model Type 
code-generation
Additional Notes 
The instructions dataset was not generated using any commercial LLM API.
Training Details 
Data Sources:
alapca format instruction-following samples
Data Volume:
250k samples
Methodology:
Finetuning
LLM NameInstruct Codegen 16B
Repository ๐Ÿค—https://huggingface.co/sahil2801/instruct-codegen-16B 
Model Size16b
Required VRAM32.2 GB
Updated2025-03-12
Maintainersahil2801
Model Typecodegen
Instruction-BasedYes
Model Files  32.2 GB
Generates CodeYes
Model ArchitectureCodeGenForCausalLM
Licensebsd-3-clause
Model Max Length2048
Transformers Version4.29.1
Tokenizer ClassGPT2Tokenizer
Beginning of Sentence Token<|endoftext|>
End of Sentence Token<|endoftext|>
Unk Token<|endoftext|>
Vocabulary Size51200
Torch Data Typefloat16
Activation Functiongelu_new
Errorsreplace

Rank the Instruct Codegen 16B 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