Starcoder 1B Python by johnwee1

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  Arxiv:1910.09700   Autotrain compatible   Codegen   Endpoints compatible   Gpt bigcode   Region:us   Safetensors

Starcoder 1B Python Benchmarks

nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Starcoder 1B Python (johnwee1/starcoder-1b-python)
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Starcoder 1B Python Parameters and Internals

LLM NameStarcoder 1B Python
Repository ๐Ÿค—https://huggingface.co/johnwee1/starcoder-1b-python 
Model Size1b
Required VRAM2.3 GB
Updated2025-08-18
Maintainerjohnwee1
Model Typegpt_bigcode
Model Files  2.3 GB
Generates CodeYes
Model ArchitectureGPTBigCodeForCausalLM
Transformers Version4.41.2
Tokenizer ClassGPT2Tokenizer
Vocabulary Size49152
Torch Data Typebfloat16
Activation Functiongelu_pytorch_tanh

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Note: green Score (e.g. "73.2") means that the model is better than johnwee1/starcoder-1b-python.

Rank the Starcoder 1B Python 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 v20241124