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Llama2 Chinese 13B Chat by FlagAlpha

 »  All LLMs  »  FlagAlpha  »  Llama2 Chinese 13B Chat   URL Share it on

  1811   
  Autotrain compatible   En   Endpoints compatible   Instruct   Llama   Pytorch   Region:us   Sharded   Zh
Model Card on HF 🤗: https://huggingface.co/FlagAlpha/Llama2-Chinese-13b-Chat 

Llama2 Chinese 13B Chat Benchmarks

ARC: 79.2 vs 96.7 (so35)-18.1%
HellaSwag: 78.1 vs 95.3 (gpt4)-18%
MMLU: 54.6 vs 88.3 (so35)-38.2%
TruthfulQA: 48.9 vs 59 (gpt4)-17.1%
WinoGrande: 76.16 vs 87.5 (gpt4)-13%
GSM8K: 37.1 vs 96.4 (so35)-61.5%
OpenCompas: 50.7 vs 73.3 (gpt4)-30.8%
Exam: 57.7 vs 77.2 (gpt4)-25.3%
Language: 38.9 vs 62 (gpt4)-37.3%
Knowledge: 58.1 vs 73.5 (gpt4)-21%
Understand: 62.4 vs 70 (gpt4)-10.9%
Reasoning: 45.7 vs 74.4 (gpt4)-38.6%
LLME Score: 0.15464
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Llama2 Chinese 13B Chat (FlagAlpha/Llama2-Chinese-13b-Chat)
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Llama2 Chinese 13B Chat Parameters and Internals

Model Type 
question-answering
Additional Notes 
Llama2 Chinese Community focuses on enhancing and building on the Llama2 model's capabilities in Chinese. They iterate and upgrade the Llama2 model's Chinese capabilities based on large-scale Chinese data.
Supported Languages 
zh (Chinese), en (English)
Training Details 
Methodology:
LoRA fine-tuning on Chinese instructions
LLM NameLlama2 Chinese 13B Chat
Repository 🤗https://huggingface.co/FlagAlpha/Llama2-Chinese-13b-Chat 
Model Size13b
Required VRAM26 GB
Updated2025-09-15
MaintainerFlagAlpha
Model Typellama
Model Files  9.9 GB: 1-of-3   9.9 GB: 2-of-3   6.2 GB: 3-of-3
Supported Languageszh en
Model ArchitectureLlamaForCausalLM
Licenseapache-2.0
Context Length4096
Model Max Length4096
Transformers Version4.32.0.dev0
Tokenizer ClassLlamaTokenizer
Beginning of Sentence Token<s>
End of Sentence Token</s>
Unk Token<unk>
Vocabulary Size32000
Torch Data Typefloat16

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Note: green Score (e.g. "73.2") means that the model is better than FlagAlpha/Llama2-Chinese-13b-Chat.

Rank the Llama2 Chinese 13B Chat Capabilities

🆘 Have you tried this model? Rate its performance. This feedback would greatly assist ML community in identifying the most suitable model for their needs. Your contribution really does make a difference! 🌟

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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