Starcoderbase 1B by smallcloudai

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  Arxiv:1911.02150   Arxiv:2205.14135   Arxiv:2207.14255   Arxiv:2305.06161   Autotrain compatible   Code   Codegen Dataset:bigcode/the-stack-dedu...   Endpoints compatible   Gpt bigcode   Model-index   Pytorch   Region:us   Safetensors

Starcoderbase 1B Benchmarks

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

LLM NameStarcoderbase 1B
Repository ๐Ÿค—https://huggingface.co/refactai/starcoderbase-1b 
Model Size1b
Required VRAM4.5 GB
Updated2025-07-29
Maintainersmallcloudai
Model Typegpt_bigcode
Model Files  4.5 GB   4.5 GB
Generates CodeYes
Model ArchitectureGPTBigCodeForCausalLM
Licensebigcode-openrail-m
Transformers Version4.28.1
Tokenizer ClassGPT2Tokenizer
Vocabulary Size49152
Torch Data Typefloat32
Activation Functiongelu_pytorch_tanh

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

Rank the Starcoderbase 1B 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