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Yi 6B by 01-ai

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

  9871   
  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: 0.30603
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
Updated2024-10-18
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 GGUF1414742 GB
Yi 6B GPTQ1243 GB
Yi 6B AWQ1143 GB
... Spicyboros 3.1 4.0bpw H6 EXL2353 GB
... Spicyboros 3.1 3.0bpw H6 EXL2142 GB

Best Alternatives to Yi 6B

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Yi 6B 200K195K / 12.1 GB5023173
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Barcenas 6B 200K195K / 12.1 GB10752
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Yi 6B 200K Llama195K / 12.1 GB55
Chatglm2 6B Port Llama32K / 12.5 GB04
Miqu 6B Truthy31K / 11.3 GB721
Llama 3 6B V0.18K / 12.6 GB6012

Rank the Yi 6B 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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