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Tiny Starcoder Py by bigcode

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  Autotrain compatible   Code   Codegen Dataset:bigcode/the-stack-dedu...   Endpoints compatible   Gpt bigcode   Model-index   Pytorch   Region:us   Safetensors
Model Card on HF 🤗: https://huggingface.co/bigcode/tiny_starcoder_py 

Tiny Starcoder Py Benchmarks

ARC: 20.99 vs 96.7 (so35)-78.3%
HellaSwag: 28.77 vs 95.3 (gpt4)-69.8%
MMLU: 26.79 vs 88.3 (so35)-69.7%
TruthfulQA: 47.68 vs 59 (gpt4)-19.2%
WinoGrande: 51.22 vs 87.5 (gpt4)-41.5%
GSM8K: 0.99 vs 96.4 (so35)-99%
LLME Score: 0.15985
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Tiny Starcoder Py (bigcode/tiny_starcoder_py)
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Tiny Starcoder Py Parameters and Internals

Model Type 
text generation
Use Cases 
Primary Use Cases:
Assisted Generation
Training Details 
Data Sources:
StarCoderData
Data Volume:
100 billion tokens
Context Length:
8000
Training Time:
18 hours
Hardware Used:
32 Tesla A100 GPUs
Model Architecture:
GPT-2 model with multi-query attention and Fill-in-the-Middle objective
Input Output 
Input Format:
text (Python code)
Output Format:
generated code
LLM NameTiny Starcoder Py
Repository 🤗https://huggingface.co/bigcode/tiny_starcoder_py 
Model Size164.1m
Required VRAM0.7 GB
Updated2025-09-23
Maintainerbigcode
Model Typegpt_bigcode
Model Files  0.7 GB   0.7 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 bigcode/tiny_starcoder_py.

Rank the Tiny Starcoder Py 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
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