LLM EXPLORER
 LLM Explorer: A Curated Large Language Model Directory and Analytics
Dark Theme
  LLM  List    LLM Hosting    LLM Leaderboards    Blog    Newsfeed    Advertise

Chinese Llama 2 13B by ziqingyang

 »  All LLMs  »  ziqingyang  »  Chinese Llama 2 13B   URL Share it on

  1334   
  Autotrain compatible   En   Endpoints compatible   Llama   Pytorch   Region:us   Sharded   Zh
Model Card on HF 🤗: https://huggingface.co/hfl/chinese-llama-2-13b 

Chinese Llama 2 13B Benchmarks

ARC: 55.8 vs 96.7 (so35)-42.3%
HellaSwag: 79.51 vs 95.3 (gpt4)-16.6%
MMLU: 52.94 vs 88.3 (so35)-40%
TruthfulQA: 38.26 vs 59 (gpt4)-35.2%
WinoGrande: 75.69 vs 87.5 (gpt4)-13.5%
GSM8K: 9.78 vs 96.4 (so35)-89.9%
LLME Score: 0.17069
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Chinese Llama 2 13B (hfl/chinese-llama-2-13b)

Chinese Llama 2 13B Parameters and Internals

Model Type 
full-parameter model, instruction-following model
Additional Notes 
Chinese-LLaMA-2-7B is part of the second generation of the Chinese LLaMA & Alpaca LLM project, and it's based on Llama-2 by Meta. It supports a 4K context and can be expanded up to 18K+ using the NTK method. It uses a new extended Chinese vocabulary beyond Llama-2 and has been improved by large-scale Chinese data for better semantic understanding.
Supported Languages 
zh (High), en (High)
LLM NameChinese Llama 2 13B
Repository 🤗https://huggingface.co/hfl/chinese-llama-2-13b 
Model Size13b
Required VRAM26.5 GB
Updated2025-02-05
Maintainerziqingyang
Model Typellama
Model Files  10.2 GB: 1-of-3   9.9 GB: 2-of-3   6.4 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 Size55296
Torch Data Typefloat16

Quantized Models of the Chinese Llama 2 13B

Model
Likes
Downloads
VRAM
Chinese Llama 2 13B Gguf54445 GB

Best Alternatives to Chinese Llama 2 13B

Best Alternatives
Context / RAM
Downloads
Likes
Yarn Llama 2 13B 128K128K / 26 GB4778113
Luminaura RP 13B128K / 26 GB90
Agent Llama2 13B 80K80K / 26.4 GB140
Chat Llama2 13B 80K80K / 52.8 GB110
LongAlign 13B 64K64K / 26 GB1713
LongAlign 13B 64K Base64K / 26 GB143
Yarn Llama 2 13B 64K64K / 26 GB489917
Openbuddy Llama2 13B V15p1 64K64K / 26.1 GB64
Openbuddy Llama2 13b64k V1564K / 26.1 GB131
Airoboros L2 13B 2.1 YaRN 64K64K / 26 GB117
Note: green Score (e.g. "73.2") means that the model is better than hfl/chinese-llama-2-13b.

Rank the Chinese Llama 2 13B 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  

What open-source LLMs or SLMs are you in search of? 42625 in total.

Email us: info@extractum.io. Our Privacy Policy  | Terms and Conditions  | Suggest an improvement.
Our Social Media →  
Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241227
  Support LLM Explorer