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EZO Humanities 9B Gemma 2 It by HODACHI

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  Autotrain compatible   Conversational   Endpoints compatible   Gemma2   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/AXCXEPT/EZO-Humanities-9B-gemma-2-it 

EZO Humanities 9B Gemma 2 It Benchmarks

LLME Score: 0.2081
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
EZO Humanities 9B Gemma 2 It (AXCXEPT/EZO-Humanities-9B-gemma-2-it)

EZO Humanities 9B Gemma 2 It Parameters and Internals

Model Type 
Conversational, Text Generation
Use Cases 
Areas:
Research, Global inquiries
Applications:
Humanities-related tasks such as literature, philosophy, history, and cultural studies
Primary Use Cases:
Understanding and generating responses in Humanities fields
Limitations:
No commercial use or critical deployments intended
Considerations:
None specified
Additional Notes 
The model focuses on Japanese language processing while still being capable of handling a wide range of global inquiries.
Supported Languages 
Japanese (Strong foundation), English (Capable)
Training Details 
Data Sources:
Japanese Wikipedia, FineWeb
Data Volume:
Not specified
Methodology:
Plain instruction tuning
Training Time:
32 hours
Hardware Used:
A100 × 4
Model Architecture:
Gemma architecture used for tuning
Input Output 
Input Format:
Model expects inputs following conversational structures.
Accepted Modalities:
text
Output Format:
Generates text-based responses.
Performance Tips:
Not specified
LLM NameEZO Humanities 9B Gemma 2 It
Repository 🤗https://huggingface.co/AXCXEPT/EZO-Humanities-9B-gemma-2-it 
Model Size9b
Required VRAM18.6 GB
Updated2025-02-05
MaintainerHODACHI
Model Typegemma2
Model Files  4.9 GB: 1-of-4   5.0 GB: 2-of-4   5.0 GB: 3-of-4   3.7 GB: 4-of-4
Model ArchitectureGemma2ForCausalLM
Licensegemma
Context Length8192
Model Max Length8192
Transformers Version4.42.3
Tokenizer ClassGemmaTokenizer
Padding Token<pad>
Vocabulary Size256000
Torch Data Typebfloat16

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Note: green Score (e.g. "73.2") means that the model is better than AXCXEPT/EZO-Humanities-9B-gemma-2-it.

Rank the EZO Humanities 9B Gemma 2 It 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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Release v20241227
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