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Yi 9B by 01-ai

 »  All LLMs  »  01-ai  »  Yi 9B   URL Share it on

  2923   
  Arxiv:2311.16502   Arxiv:2401.11944   Arxiv:2403.04652   Autotrain compatible   Endpoints compatible   Llama   Region:us   Safetensors   Sharded   Tensorflow

Yi 9B Benchmarks

MMLU Pro: 28.6
GPQA: 9.06
MUSR: 8.91
BBH: 27.63
IFEval: 27.09 vs 88 (so35)-69.2%
ARC: 61.18 vs 96.7 (so35)-36.7%
HellaSwag: 78.82 vs 95.3 (gpt4)-17.3%
MMLU: 70.06 vs 88.3 (so35)-20.7%
TruthfulQA: 42.45 vs 59 (gpt4)-28.1%
WinoGrande: 77.51 vs 87.5 (gpt4)-11.4%
GSM8K: 48.98 vs 96.4 (so35)-49.2%
MATH Lvl 5: 4.38
LLME Score: 0.33053
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

Yi 9B Parameters and Internals

LLM NameYi 9B
Repository 🤗https://huggingface.co/01-ai/Yi-9B 
Model Size9b
Required VRAM17.6 GB
Updated2024-10-18
Maintainer01-ai
Model Typellama
Model Files  9.9 GB: 1-of-2   7.7 GB: 2-of-2
Model ArchitectureLlamaForCausalLM
Licenseapache-2.0
Context Length4096
Model Max Length4096
Transformers Version4.37.2
Tokenizer ClassLlamaTokenizer
Padding Token<unk>
Vocabulary Size64000
Torch Data Typebfloat16
Yi 9B (01-ai/Yi-9B)

Quantized Models of the Yi 9B

Model
Likes
Downloads
VRAM
Yi 9B GGUF146983 GB

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Yi 9B 200K256K / 17.7 GB904275
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Yi Coder 9B128K / 17.7 GB675337
CursorCore Yi 9B128K / 17.7 GB221
Yi Coder 9B Chat Instruct TIES128K / 17.7 GB120
Yi 1.5 9B 32K32K / 17.7 GB1036718
EVA Yi 1.5 9B 32K V132K / 17.7 GB10711
Faro Yi 9B DPO32K / 17.7 GB452929
Faro Yi 9B32K / 17.7 GB452617
Note: green Score (e.g. "73.2") means that the model is better than 01-ai/Yi-9B.

Rank the Yi 9B 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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Original data from HuggingFace, OpenCompass and various public git repos.
Release v2024072803
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