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EZO Gemma 2 2B Jpn It by AXCXEPT

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  Autotrain compatible Base model:finetune:google/gem... Base model:google/gemma-2-2b-j...   Conversational   Endpoints compatible   Gemma2   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/AXCXEPT/EZO-gemma-2-2b-jpn-it 

EZO Gemma 2 2B Jpn It Benchmarks

LLME Score: 0.25754
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
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EZO Gemma 2 2B Jpn It Parameters and Internals

Model Type 
text-generation, conversational
Use Cases 
Areas:
Research and development
Considerations:
Not intended for commercial use or mission-critical deployments.
Additional Notes 
This model is an experimental prototype and should be used at the user's own risk. Performance and outcomes are not guaranteed.
Supported Languages 
Japanese (Primary)
Training Details 
Data Sources:
https://huggingface.co/datasets/legacy-datasets/wikipedia, https://huggingface.co/datasets/HuggingFaceFW/fineweb
Methodology:
Plain instruction tuning
Training Time:
2 hours with A100 x 8 GPUs
Hardware Used:
A100 x 8 GPUs
LLM NameEZO Gemma 2 2B Jpn It
Repository 🤗https://huggingface.co/AXCXEPT/EZO-gemma-2-2b-jpn-it 
Base Model(s)  Gemma 2 2B Jpn It   google/gemma-2-2b-jpn-it
Model Size2b
Required VRAM5.2 GB
Updated2024-12-04
MaintainerAXCXEPT
Model Typegemma2
Model Files  5.0 GB: 1-of-2   0.2 GB: 2-of-2
Model ArchitectureGemma2ForCausalLM
Licensegemma
Context Length8192
Model Max Length8192
Transformers Version4.45.1
Tokenizer ClassGemmaTokenizer
Padding Token<pad>
Vocabulary Size256000
Torch Data Typebfloat16
EZO Gemma 2 2B Jpn It (AXCXEPT/EZO-gemma-2-2b-jpn-it)

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

Rank the EZO Gemma 2 2B Jpn 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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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241124
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