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Yi 6B by 01-ai

 »  All LLMs  »  01-ai  »  Yi 6B   URL Share it on

  14927   
  Arxiv:2311.16502   Arxiv:2401.11944   Arxiv:2403.04652   Autotrain compatible   Endpoints compatible   Llama   Pytorch   Region:us   Safetensors   Sharded   Tensorflow

Yi 6B Benchmarks

MMLU Pro: 22.12
GPQA: 2.57
MUSR: 7.04
BBH: 19.41
IFEval: 28.93 vs 88 (so35)-67.1%
ARC: 83.8 vs 96.7 (so35)-13.3%
HellaSwag: 73.1 vs 95.3 (gpt4)-23.3%
MMLU: 64 vs 88.3 (so35)-27.5%
TruthfulQA: 41.86 vs 59 (gpt4)-29.1%
WinoGrande: 73.8 vs 87.5 (gpt4)-15.7%
GSM8K: 39.9 vs 96.4 (so35)-58.6%
OpenCompas: 51.5 vs 73.3 (gpt4)-29.7%
Exam: 66.8 vs 77.2 (gpt4)-13.5%
Language: 37.3 vs 62 (gpt4)-39.8%
Knowledge: 49.4 vs 73.5 (gpt4)-32.8%
Understand: 70 vs 70 (gpt4)0%
Reasoning: 45.2 vs 74.4 (gpt4)-39.2%
MATH Lvl 5: 1.51
LLME Score: 0.31636
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

Yi 6B Parameters and Internals

LLM NameYi 6B
Repository 🤗https://huggingface.co/01-ai/Yi-6B 
Model Size6b
Required VRAM12.1 GB
Updated2024-10-08
Maintainer01-ai
Model Typellama
Model Files  9.9 GB: 1-of-2   2.2 GB: 2-of-2   9.9 GB: 1-of-2   2.2 GB: 2-of-2
Model ArchitectureLlamaForCausalLM
Licenseapache-2.0
Context Length4096
Model Max Length4096
Transformers Version4.34.0
Tokenizer ClassLlamaTokenizer
Padding Token<unk>
Vocabulary Size64000
Torch Data Typebfloat16
Yi 6B (01-ai/Yi-6B)

Quantized Models of the Yi 6B

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VRAM
Yi 6B GGUF147302 GB
Yi 6B GPTQ1153 GB
Yi 6B AWQ183 GB
... Spicyboros 3.1 4.0bpw H6 EXL2393 GB
... Spicyboros 3.1 3.0bpw H6 EXL2182 GB

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Yi 6B 200K195K / 12.1 GB4659173
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Chatglm2 6B Port Llama32K / 12.5 GB14
Miqu 6B Truthy31K / 11.3 GB641
Llama 3 6B V0.18K / 12.6 GB4612

Rank the Yi 6B Capabilities

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Instruction Following and Task Automation  
Factuality and Completeness of Knowledge  
Censorship and Alignment  
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Text Summarization and Feature Extraction  
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Multi-Language Support and Translation  

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Original data from HuggingFace, OpenCompass and various public git repos.
Release v2024072803
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