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Llama 3.1 8B EZO 1.1 It by AXCXEPT

 »  All LLMs  »  AXCXEPT  »  Llama 3.1 8B EZO 1.1 It   URL Share it on

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  Autotrain compatible   Conversational   En   Endpoints compatible   Instruct   Ja   Japanese   Llama   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/AXCXEPT/Llama-3.1-8B-EZO-1.1-it 

Llama 3.1 8B EZO 1.1 It Benchmarks

LLME Score: 0.21585
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Llama 3.1 8B EZO 1.1 It (AXCXEPT/Llama-3.1-8B-EZO-1.1-it)

Llama 3.1 8B EZO 1.1 It Parameters and Internals

Model Type 
text generation
Use Cases 
Areas:
Japanese language performance, Various global tasks
Limitations:
Unpredictable output, Need for safety testing, Limited unsupported language usage, Risks as new technology, Need for continuous improvement
Considerations:
Developers and users should be aware of limitations and strive for responsible use. See Llama 3.1 Responsible Use Guide.
Additional Notes 
Based on Meta AI's Llama 3.1 with significant Japanese language performance improvements.
Supported Languages 
ja (Proficient), en (Basic)
Training Details 
Data Sources:
https://huggingface.co/datasets/legacy-datasets/wikipedia, https://huggingface.co/datasets/HuggingFaceFW/fineweb
Methodology:
Plain instruction tuning method + QLoRA
Hardware Used:
H100 × 1
Model Architecture:
Llama-based architecture with fine-tuning for Japanese tasks
Responsible Ai Considerations 
Fairness:
Same limitations and ethical considerations as Llama 3.1.
LLM NameLlama 3.1 8B EZO 1.1 It
Repository 🤗https://huggingface.co/AXCXEPT/Llama-3.1-8B-EZO-1.1-it 
Model Size8b
Required VRAM16.1 GB
Updated2025-02-22
MaintainerAXCXEPT
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
Supported Languagesja en
Model ArchitectureLlamaForCausalLM
Licensellama3.1
Context Length131072
Model Max Length131072
Transformers Version4.43.3
Tokenizer ClassPreTrainedTokenizerFast
Vocabulary Size128256
Torch Data Typebfloat16

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Note: green Score (e.g. "73.2") means that the model is better than AXCXEPT/Llama-3.1-8B-EZO-1.1-it.

Rank the Llama 3.1 8B EZO 1.1 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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