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Nanbeige 16B Chat by Nanbeige

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

Nanbeige 16B Chat Benchmarks

ARC: 91.2-5.3%
HellaSwag: 75.8-20.5%
MMLU: 59.3-31.4%
GSM8K: 49.8-45.9%
OpenCompass Avg: 56.2  vs  73.3  (GPT-4) -23.3%
Exam: 70.5-8.7%
Language: 39.5-36.3%
Knowledge: 54.3-26.1%
Understanding: 67.2-4%
Reasoning: 53.4-28.2%
nn.n% — How the model compares to the GPT-4.

Nanbeige 16B Chat Parameters and Internals

LLM NameNanbeige 16B Chat
RepositoryOpen on 🤗 
Model Size16b
Required VRAM31.6 GB
Updated2024-07-27
MaintainerNanbeige
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 Languagesen zh
Model ArchitectureLlamaForCausalLM
Licenseother
Context Length4096
Model Max Length4096
Transformers Version4.35.0
Tokenizer ClassNanbeigeTokenizer
Beginning of Sentence Token<s>
End of Sentence Token</s>
Unk Token<unk>
Vocabulary Size59392
Torch Data Typebfloat16
Nanbeige 16B Chat (Nanbeige/Nanbeige-16B-Chat)

Quantized Models of the Nanbeige 16B Chat

Model
Likes
Downloads
VRAM
Nanbeige 16B Chat GGUF11256 GB
Nanbeige 16B Chat GPTQ189 GB

Best Alternatives to Nanbeige 16B Chat

Best Alternatives
HF Rank
Context/RAM
Downloads
Likes
...o Sft Ties Post Merge Auto DPO0.28K / 141.2 GB70
Nanbeige2 16B Chat0.34K / 31.6 GB8550
...ca 1 Epoch 50k DPO 1 Epoch 30k0.34K / 31.8 GB2920
...ALAXY V03 Slimorca 1 Epoch 50k0.34K / 31.8 GB2970
GALAXY XB V.030.24K / 31.9 GB2980
Nanbeige 16B Base Llama0.24K / 31.6 GB9283
FusionNet SOLAR0.24K / 31.9 GB9201
Vinallama 16B Chat Franken0.24K / 31.6 GB61
Tinyllama 16B0.22K / 2.2 GB160
Note: green Score (e.g. "73.2") means that the model is better than Nanbeige/Nanbeige-16B-Chat.

Rank the Nanbeige 16B Chat 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 v2024072501
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