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Nanbeige 16B Base Llama by duoqi

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  Autotrain compatible   En   Endpoints compatible   Llama   Region:us   Safetensors   Sharded   Tensorflow   Zh

Nanbeige 16B Base Llama Benchmarks

ARC: 56.48 vs 96.7 (so35)-41.6%
HellaSwag: 78.97 vs 95.3 (gpt4)-17.1%
MMLU: 63.34 vs 88.3 (so35)-28.3%
TruthfulQA: 42.6 vs 59 (gpt4)-27.8%
WinoGrande: 75.77 vs 87.5 (gpt4)-13.4%
GSM8K: 47.01 vs 96.4 (so35)-51.2%
LLME Score: 0.2257
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

Nanbeige 16B Base Llama Parameters and Internals

LLM NameNanbeige 16B Base Llama
Repository 🤗https://huggingface.co/duoqi/Nanbeige-16B-Base-Llama 
Model Size16b
Required VRAM31.6 GB
Updated2024-09-07
Maintainerduoqi
Model Typellama
Model Files  4.9 GB: 1-of-7   4.9 GB: 2-of-7   4.9 GB: 3-of-7   5.0 GB: 4-of-7   5.0 GB: 5-of-7   4.9 GB: 6-of-7   2.0 GB: 7-of-7
Supported Languageszh en
Model ArchitectureLlamaForCausalLM
Licenseapache-2.0
Context Length4096
Model Max Length4096
Transformers Version4.28.1
Tokenizer ClassLlamaTokenizer
Beginning of Sentence Token<s>
End of Sentence Token</s>
Unk Token<unk>
Vocabulary Size59136
Torch Data Typebfloat16
Nanbeige 16B Base Llama (duoqi/Nanbeige-16B-Base-Llama)

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Note: green Score (e.g. "73.2") means that the model is better than duoqi/Nanbeige-16B-Base-Llama.

Rank the Nanbeige 16B Base Llama Capabilities

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Instruction Following and Task Automation  
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Censorship and Alignment  
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Text Summarization and Feature Extraction  
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Original data from HuggingFace, OpenCompass and various public git repos.
Release v2024072803
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