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Llama 3 Zhtw 8B by p208p2002

 »  All LLMs  »  p208p2002  »  Llama 3 Zhtw 8B   URL Share it on

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  Autotrain compatible   Conversational Dataset:codeparrot/github-code... Dataset:erhwenkuo/c4-chinese-z... Dataset:erhwenkuo/wikipedia-zh...   Dataset:huggingfacefw/fineweb Dataset:p208p2002/ndltd-t10-90...   Dataset:p208p2002/wudao   En   Endpoints compatible   Llama   Region:us   Safetensors   Sharded   Tensorflow   Zh
Model Card on HF 🤗: https://huggingface.co/p208p2002/llama-3-zhtw-8B 

Llama 3 Zhtw 8B Benchmarks

ARC: 59.81 vs 96.7 (so35)-38.1%
HellaSwag: 82.41 vs 95.3 (gpt4)-13.5%
MMLU: 66.84 vs 88.3 (so35)-24.3%
TruthfulQA: 42.85 vs 59 (gpt4)-27.4%
WinoGrande: 78.61 vs 87.5 (gpt4)-10.2%
GSM8K: 44.81 vs 96.4 (so35)-53.5%
LLME Score: 0.20952
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Llama 3 Zhtw 8B (p208p2002/llama-3-zhtw-8B)

Llama 3 Zhtw 8B Parameters and Internals

Model Type 
Continue Pretraining, Language Model
Use Cases 
Areas:
Research, Chinese Language Applications
Applications:
Text understanding and generation
Primary Use Cases:
Multilingual text processing, Language translation
Limitations:
Limited improvement over base Llama 3 in Chinese after CP
Additional Notes 
CP process did not surpass the original Llama 3 for Chinese models.
Supported Languages 
en (Proficient), zh (Proficient)
Training Details 
Data Sources:
HuggingFaceFW/fineweb, erhwenkuo/c4-chinese-zhtw, erhwenkuo/wikipedia-zhtw, p208p2002/wudao, p208p2002/NDLTD-T10-90-111, codeparrot/github-code-clean
Data Volume:
800 million tokens
Methodology:
Continue Pretraining (CP)
Context Length:
8192
LLM NameLlama 3 Zhtw 8B
Repository 🤗https://huggingface.co/p208p2002/llama-3-zhtw-8B 
Model Size8b
Required VRAM16.1 GB
Updated2025-02-22
Maintainerp208p2002
Model Typellama
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 Languagesen zh
Model ArchitectureLlamaForCausalLM
Licensellama3
Context Length8192
Model Max Length8192
Transformers Version4.40.2
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 p208p2002/llama-3-zhtw-8B.

Rank the Llama 3 Zhtw 8B 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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