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Bilingual GPT Neox 4B 8K by rinna

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  Arxiv:2306.15595   Arxiv:2404.01657   Autotrain compatible   Dataset:cc100   Dataset:eleutherai/pile   Dataset:mc4 Dataset:togethercomputer/redpa...   Dataset:wikipedia   En   Ext 8k   Gpt neox   Ja   Pytorch   Region:us   Safetensors

Bilingual GPT Neox 4B 8K Benchmarks

ARC: 28.58-70.3%
HellaSwag: 43.94-53.9%
MMLU: 25.38-70.7%
TruthfulQA: 47.48-19.5%
WinoGrande: 47.99-45.2%
nn.n% — How the model compares to the GPT-4.

Bilingual GPT Neox 4B 8K Parameters and Internals

LLM NameBilingual GPT Neox 4B 8K
RepositoryOpen on 🤗 
Model Size4b
Required VRAM7.7 GB
Updated2024-07-27
Maintainerrinna
Model Typegpt_neox
Model Files  7.7 GB   7.7 GB
Supported Languagesja en
Context Length8k
Model ArchitectureGPTNeoXForCausalLM
Licensemit
Context Length2048
Model Max Length2048
Tokenizer ClassT5Tokenizer
Padding Token[PAD]
Vocabulary Size65536
Torch Data Typefloat16
Bilingual GPT Neox 4B 8K (rinna/bilingual-gpt-neox-4b-8k)

Best Alternatives to Bilingual GPT Neox 4B 8K

Best Alternatives
HF Rank
Context/RAM
Downloads
Likes
Sft Tldr Pythia 1 4b0.22K / 5.7 GB2160
Bilingual GPT Neox 4B0.22K / 7.7 GB178328
...al GPT Neox 4B Instruction Sft0.22K / 7.6 GB168718
Tora 4B0.22K / 7.6 GB112
...al GPT Neox 4B Instruction Ppo0.22K / 7.7 GB133215
...x 4B Instruction Sft En Ja 84K0.22K / 7.6 GB141
StellarX 4B V0.20.22K / 16 GB9552
StellarX 4B V00.22K / 8.1 GB9951
StellarX 4B V0.2 GPTQ0.22K / 1.8 GB101
Note: green Score (e.g. "73.2") means that the model is better than rinna/bilingual-gpt-neox-4b-8k.

Rank the Bilingual GPT Neox 4B 8K 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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