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Llama3 70B Orion Chinese by Orion-zhen

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  Autotrain compatible   Conversational Dataset:alekseykorshuk/evol-co... Dataset:antiven0m/physical-rea... Dataset:argilla/distilabel-mat...   Dataset:intel/orca dpo pairs Dataset:shareai/dpo-zh-en-emoj... Dataset:unalignment/toxic-dpo-...   En   Endpoints compatible   Llama   Region:us   Safetensors   Sharded   Tensorflow   Zh
Model Card on HF 🤗: https://huggingface.co/Orion-zhen/Llama3-70B-Orion-Chinese 

Llama3 70B Orion Chinese Benchmarks

LLME Score: 0.17522
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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Llama3 70B Orion Chinese Parameters and Internals

Model Type 
Instruction-tuned, text generation
Additional Notes 
This model retains emoji usage and vibrant tone from its base model, and includes SFT training and DPO fine-tuning to optimize output quality.
Supported Languages 
Chinese (Advanced proficiency)
Training Details 
Data Sources:
unalignment/toxic-dpo-v0.2, shareAI/DPO-zh-en-emoji, argilla/distilabel-math-preference-dpo, antiven0m/physical-reasoning-dpo, AlekseyKorshuk/evol-codealpaca-v1-dpo, Intel/orca_dpo_pairs
Methodology:
DPO fine-tuning
Model Architecture:
Uses the Llama3 architecture
LLM NameLlama3 70B Orion Chinese
Repository 🤗https://huggingface.co/Orion-zhen/Llama3-70B-Orion-Chinese 
Model Size70b
Required VRAM141.9 GB
Updated2025-06-09
MaintainerOrion-zhen
Model Typellama
Model Files  4.6 GB: 1-of-30   4.7 GB: 2-of-30   5.0 GB: 3-of-30   5.0 GB: 4-of-30   4.7 GB: 5-of-30   4.7 GB: 6-of-30   4.7 GB: 7-of-30   5.0 GB: 8-of-30   5.0 GB: 9-of-30   4.7 GB: 10-of-30   4.7 GB: 11-of-30   4.7 GB: 12-of-30   5.0 GB: 13-of-30   5.0 GB: 14-of-30   4.7 GB: 15-of-30   4.7 GB: 16-of-30   4.7 GB: 17-of-30   5.0 GB: 18-of-30   5.0 GB: 19-of-30   4.7 GB: 20-of-30   4.7 GB: 21-of-30   4.7 GB: 22-of-30   5.0 GB: 23-of-30   5.0 GB: 24-of-30   4.7 GB: 25-of-30   4.7 GB: 26-of-30   4.7 GB: 27-of-30   5.0 GB: 28-of-30   5.0 GB: 29-of-30   2.1 GB: 30-of-30
Supported Languagesen zh
Model ArchitectureLlamaForCausalLM
Licensellama3
Context Length8192
Model Max Length8192
Transformers Version4.41.2
Tokenizer ClassPreTrainedTokenizerFast
Padding Token<|eot_id|>
Vocabulary Size128256
Torch Data Typebfloat16
Llama3 70B Orion Chinese (Orion-zhen/Llama3-70B-Orion-Chinese)

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Note: green Score (e.g. "73.2") means that the model is better than Orion-zhen/Llama3-70B-Orion-Chinese.

Rank the Llama3 70B Orion Chinese 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 v20241124
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