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Suzume Llama 3 8B Japanese by lightblue

 »  All LLMs  »  lightblue  »  Suzume Llama 3 8B Japanese   URL Share it on

  2336   
  Arxiv:2405.12612   Autotrain compatible Base model:finetune:meta-llama... Base model:meta-llama/meta-lla...   Conversational   Endpoints compatible   Generated from trainer   Instruct   Llama   Pytorch   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/lightblue/suzume-llama-3-8B-japanese 

Suzume Llama 3 8B Japanese Benchmarks

LLME Score: 0.21234
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Suzume Llama 3 8B Japanese (lightblue/suzume-llama-3-8B-japanese)

Suzume Llama 3 8B Japanese Parameters and Internals

Model Type 
Fine-tuned LLM, Language Model, Causal Language Model
Use Cases 
Areas:
Research, Commercial applications
Applications:
Language processing, Translation
Primary Use Cases:
Japanese language chat, Multilingual tasks
Limitations:
Performance on other languages might be less optimized
Additional Notes 
Fine-tuned for enhanced Japanese conversation ability.
Supported Languages 
Japanese (high), English (high)
Training Details 
Data Sources:
megagonlabs/instruction_ja, kunishou/hh-rlhf-49k-ja, openchat/openchat_sharegpt4_dataset, lightblue/tagengo-gpt4
Data Volume:
3,000+ conversations
Methodology:
Fine-tuning
Context Length:
8192
Hardware Used:
multi-GPU, 3 devices
Model Architecture:
LlamaForCausalLM
Input Output 
Input Format:
Text
Accepted Modalities:
Text
Output Format:
Text
Performance Tips:
Use vLLM for optimal performance.
LLM NameSuzume Llama 3 8B Japanese
Repository 🤗https://huggingface.co/lightblue/suzume-llama-3-8B-japanese 
Base Model(s)  Meta Llama 3 8B Instruct   meta-llama/Meta-Llama-3-8B-Instruct
Model Size8b
Required VRAM16.1 GB
Updated2025-02-22
Maintainerlightblue
Model Typellama
Instruction-BasedYes
Model Files  5.0 GB: 1-of-4   5.0 GB: 2-of-4   4.9 GB: 3-of-4   1.2 GB: 4-of-4   16.1 GB
Model ArchitectureLlamaForCausalLM
Licenseother
Context Length8192
Model Max Length8192
Transformers Version4.40.0.dev0
Tokenizer ClassPreTrainedTokenizerFast
Padding Token<|end_of_text|>
Vocabulary Size128256
Torch Data Typebfloat16

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Note: green Score (e.g. "73.2") means that the model is better than lightblue/suzume-llama-3-8B-japanese.

Rank the Suzume Llama 3 8B Japanese 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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