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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 vs 96.7 (so35)-5.7%
HellaSwag: 75.8 vs 95.3 (gpt4)-20.5%
MMLU: 59.3 vs 88.3 (so35)-32.8%
GSM8K: 49.8 vs 96.4 (so35)-48.3%
OpenCompas: 56.2 vs 73.3 (gpt4)-23.3%
Exam: 70.5 vs 77.2 (gpt4)-8.7%
Language: 39.5 vs 62 (gpt4)-36.3%
Knowledge: 54.3 vs 73.5 (gpt4)-26.1%
Understand: 67.2 vs 70 (gpt4)-4%
Reasoning: 53.4 vs 74.4 (gpt4)-28.2%
LLME Score: 0.16995
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

Nanbeige 16B Chat Parameters and Internals

LLM NameNanbeige 16B Chat
Repository 🤗https://huggingface.co/Nanbeige/Nanbeige-16B-Chat 
Model Size16b
Required VRAM31.6 GB
Updated2024-09-07
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 GGUF1966 GB
Nanbeige 16B Chat GPTQ1159 GB

Best Alternatives to Nanbeige 16B Chat

Best Alternatives
Context / RAM
Downloads
Likes
...o Sft Ties Post Merge Auto DPO8K / 141.2 GB60
Nanbeige2 16B Chat4K / 31.6 GB6080
...ALAXY V03 Slimorca 1 Epoch 50k4K / 31.8 GB670
...ca 1 Epoch 50k DPO 1 Epoch 30k4K / 31.8 GB640
Nanbeige 16B Base Llama4K / 31.6 GB6713
GALAXY XB V.034K / 31.9 GB690
FusionNet SOLAR4K / 31.9 GB6781
Llama 2 16B Nastychat4K / 32.4 GB7267
Vinallama 16B Chat Franken4K / 31.6 GB41
Tinyllama 16B2K / 2.2 GB50
Note: green Score (e.g. "73.2") means that the model is better than Nanbeige/Nanbeige-16B-Chat.

Rank the Nanbeige 16B Chat Capabilities

🆘 Have you tried this model? Rate its performance. This feedback would greatly assist ML community in identifying the most suitable model for their needs. Your contribution really does make a difference! 🌟

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 v2024072803
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