GPT Neox Japanese 1.4B by stockmark

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  Autotrain compatible   Endpoints compatible   Gpt-neox   Gpt neox   Ja   Japanese   Pytorch   Region:us   Safetensors

GPT Neox Japanese 1.4B Benchmarks

nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
GPT Neox Japanese 1.4B (stockmark/gpt-neox-japanese-1.4b)
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GPT Neox Japanese 1.4B Parameters and Internals

Model Type 
text generation
Supported Languages 
Japanese (Native)
Training Details 
Data Sources:
Japanese Web Corpus, Wikipedia (ja), CC100 (ja)
Data Volume:
20B tokens
Methodology:
Trained using HuggingFace Trainer and DeepSpeed (ZeRO-2)
Hardware Used:
8 A100 GPUs (40GB) at ABCI
Model Architecture:
GPT-NeoX
Input Output 
Input Format:
Text prompt
Accepted Modalities:
text
Output Format:
Generated text
Performance Tips:
Use torch.bfloat16 for A100 GPU and torch.float16 for older ones
LLM NameGPT Neox Japanese 1.4B
Repository ๐Ÿค—https://huggingface.co/stockmark/gpt-neox-japanese-1.4b 
Model Size1.4b
Required VRAM2.9 GB
Updated2025-09-23
Maintainerstockmark
Model Typegpt_neox
Model Files  2.9 GB   2.9 GB
Supported Languagesja
Model ArchitectureGPTNeoXForCausalLM
Licensemit
Context Length1024
Model Max Length1024
Transformers Version4.30.2
Tokenizer ClassGPTNeoXTokenizer
Padding Token<|padding|>
Vocabulary Size50000
Torch Data Typebfloat16

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Note: green Score (e.g. "73.2") means that the model is better than stockmark/gpt-neox-japanese-1.4b.

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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  
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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241124