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Starcoder2 3B AutoRedteam by ontocord

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  Region:us   Safetensors   Sharded   Starcoder2   Tensorboard   Tensorflow
Model Card on HF 🤗: https://huggingface.co/ontocord/starcoder2_3b-AutoRedteam 

Starcoder2 3b AutoRedteam Benchmarks

MMLU Pro: 3.74
GPQA: 0.22
MUSR: 3.1
BBH: 8.64
IFEval: 15.74 vs 88 (so35)-82.1%
MATH Lvl 5: 1.06
LLME Score: 0.23961
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Starcoder2 3B AutoRedteam (ontocord/starcoder2_3b-AutoRedteam)

Starcoder2 3B AutoRedteam Parameters and Internals

LLM NameStarcoder2 3b AutoRedteam
Repository 🤗https://huggingface.co/ontocord/starcoder2_3b-AutoRedteam 
Model Size3b
Required VRAM12.7 GB
Updated2025-04-06
Maintainerontocord
Model Typestarcoder2
Model Files  4.9 GB: 1-of-3   5.0 GB: 2-of-3   2.8 GB: 3-of-3
Model ArchitectureStarcoder2ForCausalLM
Licensebigscience-openrail-m
Context Length16384
Model Max Length16384
Transformers Version4.45.2
Tokenizer ClassGPT2Tokenizer
Padding Token<|endoftext|>
Vocabulary Size49152
Torch Data Typefloat32

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Note: green Score (e.g. "73.2") means that the model is better than ontocord/starcoder2_3b-AutoRedteam.

Rank the Starcoder2 3B AutoRedteam 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
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