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Japanese Novel GPT J 6B by AIBunCho

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  Autotrain compatible   Dataset:cc100   Endpoints compatible   Gptj   Ja   Pytorch   Region:us   Sharded
Model Card on HF 🤗: https://huggingface.co/AIBunCho/japanese-novel-gpt-j-6b 

Japanese Novel GPT J 6B Benchmarks

LLME Score: 0.10405
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Japanese Novel GPT J 6B (AIBunCho/japanese-novel-gpt-j-6b)
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Japanese Novel GPT J 6B Parameters and Internals

Model Type 
text generation
Use Cases 
Areas:
Research, Commercial
Applications:
Novel writing, Creative text generation
Primary Use Cases:
Japanese novel writing
Limitations:
Potential presence of bias and inappropriate content
Considerations:
Exercise caution to prevent harm or distress.
Additional Notes 
Google TPU research cloud's support was utilized.
Supported Languages 
Japanese (Fluent)
Training Details 
Data Sources:
cc100 Japanese data, Wikipedia, Other web data
Methodology:
Pre-trained with Japanese tokenizer for 2 weeks using Japanese data and fine-tuned for 2 weeks with novel data.
Training Time:
4 weeks (2 weeks pre-training, 2 weeks fine-tuning)
Hardware Used:
TPU
Model Architecture:
GPT-J
Input Output 
Input Format:
Encoded using AlbertTokenizer with special tokens.
Accepted Modalities:
text
Output Format:
Generated Japanese text
Release Notes 
Date:
2023/08/26
Notes:
50% off coupon for AI BunCho plan in commemoration of 1000 downloads of the model.
LLM NameJapanese Novel GPT J 6B
Repository 🤗https://huggingface.co/AIBunCho/japanese-novel-gpt-j-6b 
Model Size6b
Required VRAM12.1 GB
Updated2025-09-23
MaintainerAIBunCho
Model Typegptj
Model Files  9.9 GB: 1-of-2   2.2 GB: 2-of-2
Supported Languagesja
Model ArchitectureGPTJForCausalLM
Licenseopenrail
Transformers Version4.31.0
Tokenizer ClassGPT2Tokenizer
Padding Token<pad>
Vocabulary Size50400
Torch Data Typefloat16
Activation Functiongelu_new

Best Alternatives to Japanese Novel GPT J 6B

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Context / RAM
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Likes
Mlperf GPT J 6B0K / 24.1 GB115950
Pygmalion 6B0K / 16.3 GB2338751
Deception Normal0K / 12.2 GB60
Deception Filteredpositive0K / 12.2 GB60
Gptj Allenai Toxicity Blackbox0K / 12.2 GB90
...j Allenai Toxicity Explainable0K / 12.2 GB70
Pygmalion 6B Roleplay0K / 12.1 GB17802
GPT JT 6B V10K / 12.2 GB9662302
GPT J 6B0K / 24.2 GB430601509
Test GPT J 6B0K / 2.5 GB100
Note: green Score (e.g. "73.2") means that the model is better than AIBunCho/japanese-novel-gpt-j-6b.

Rank the Japanese Novel GPT J 6B 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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