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MiniMA 2 3B by GeneZC

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  2101   
  Arxiv:2311.07052   Autotrain compatible   Dataset:eleutherai/pile   Dataset:p208p2002/wudao Dataset:togethercomputer/redpa...   En   Endpoints compatible   Llama   Model-index   Pytorch   Region:us   Safetensors   Zh
Model Card on HF 🤗: https://huggingface.co/GeneZC/MiniMA-2-3B 

MiniMA 2 3B Benchmarks

ARC: 44.71 vs 96.7 (so35)-53.8%
HellaSwag: 69.33 vs 95.3 (gpt4)-27.3%
MMLU: 41.22 vs 88.3 (so35)-53.3%
TruthfulQA: 38.44 vs 59 (gpt4)-34.8%
WinoGrande: 66.69 vs 87.5 (gpt4)-23.8%
GSM8K: 8.11 vs 96.4 (so35)-91.6%
LLME Score: 0.21281
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
MiniMA 2 3B (GeneZC/MiniMA-2-3B)

MiniMA 2 3B Parameters and Internals

Model Type 
text-generation
Additional Notes 
Derived from LLaMA-2, enhancements include better data mixture and increased number of trained tokens.
Supported Languages 
en (unknown), zh (unknown)
Training Details 
Data Sources:
EleutherAI/pile, togethercomputer/RedPajama-Data-1T, p208p2002/wudao
Methodology:
continued without distillation, better data mixture, more trained tokens
LLM NameMiniMA 2 3B
Repository 🤗https://huggingface.co/GeneZC/MiniMA-2-3B 
Model Size3b
Required VRAM6 GB
Updated2025-02-22
MaintainerGeneZC
Model Typellama
Model Files  6.0 GB   6.0 GB
Supported Languagesen zh
Model ArchitectureLlamaForCausalLM
Licenseapache-2.0
Context Length4096
Model Max Length4096
Transformers Version4.33.2
Tokenizer ClassLlamaTokenizer
Beginning of Sentence Token<s>
End of Sentence Token</s>
Unk Token<unk>
Vocabulary Size49216
Torch Data Typefloat16

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Note: green Score (e.g. "73.2") means that the model is better than GeneZC/MiniMA-2-3B.

Rank the MiniMA 2 3B 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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