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Llama2 Chinese 7B Chat by FlagAlpha

 »  All LLMs  »  FlagAlpha  »  Llama2 Chinese 7B Chat   URL Share it on

  1950   
  Autotrain compatible   En   Endpoints compatible   Instruct   Llama   Pytorch   Region:us   Sharded   Zh
Model Card on HF 🤗: https://huggingface.co/FlagAlpha/Llama2-Chinese-7b-Chat 

Llama2 Chinese 7B Chat Benchmarks

ARC: 72.1 vs 96.7 (so35)-25.4%
HellaSwag: 73.1 vs 95.3 (gpt4)-23.3%
MMLU: 47.9 vs 88.3 (so35)-45.8%
TruthfulQA: 46.87 vs 59 (gpt4)-20.6%
WinoGrande: 74.27 vs 87.5 (gpt4)-15.1%
GSM8K: 23.8 vs 96.4 (so35)-75.3%
OpenCompas: 45.7 vs 73.3 (gpt4)-37.7%
Exam: 50.5 vs 77.2 (gpt4)-34.6%
Language: 39.2 vs 62 (gpt4)-36.8%
Knowledge: 51.4 vs 73.5 (gpt4)-30.1%
Understand: 57 vs 70 (gpt4)-18.6%
Reasoning: 40.4 vs 74.4 (gpt4)-45.7%
LLME Score: 0.15542
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Llama2 Chinese 7B Chat (FlagAlpha/Llama2-Chinese-7b-Chat)
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Llama2 Chinese 7B 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 7B Chat
Repository 🤗https://huggingface.co/FlagAlpha/Llama2-Chinese-7b-Chat 
Model Size7b
Required VRAM13.5 GB
Updated2025-09-23
MaintainerFlagAlpha
Model Typellama
Model Files  10.0 GB: 1-of-2   3.5 GB: 2-of-2
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-7b-Chat.

Rank the Llama2 Chinese 7B 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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