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Chinese Llama 2 13B by hfl

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  Autotrain compatible   En   Endpoints compatible   Llama   Pytorch   Region:us   Sharded   Zh

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: 0.18771
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 Parameters and Internals

LLM NameChinese Llama 2 13B
Repository 🤗https://huggingface.co/hfl/chinese-llama-2-13b 
Model Size13b
Required VRAM26.5 GB
Updated2024-09-19
Maintainerhfl
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
Chinese Llama 2 13B (hfl/chinese-llama-2-13b)

Quantized Models of the Chinese Llama 2 13B

Model
Likes
Downloads
VRAM
Chinese Llama 2 13B Gguf58175 GB

Best Alternatives to Chinese Llama 2 13B

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Luminaura RP 13B128K / 26 GB50
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LongAlign 13B 64K64K / 26 GB812
LongAlign 13B 64K Base64K / 26 GB93
Openbuddy Llama2 13B V15p1 64K64K / 26.1 GB104
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Yarn Llama 2 13B 64K64K / 26 GB3318
Airoboros L2 13B 2.1 YaRN 64K64K / 26 GB127
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

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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 v2024072803
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