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Yi 1.5 9B Chat by 01-ai

 »  All LLMs  »  01-ai  »  Yi 1.5 9B Chat   URL Share it on

  19040   
  Arxiv:2403.04652   Autotrain compatible   Conversational   Endpoints compatible   Llama   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/01-ai/Yi-1.5-9B-Chat 

Yi 1.5 9B Chat Benchmarks

MMLU Pro: 33.06
GPQA: 11.3
MUSR: 12.84
BBH: 36.95
IFEval: 60.46 vs 88 (so35)-31.3%
ARC: 63.65 vs 96.7 (so35)-34.2%
HellaSwag: 80.94 vs 95.3 (gpt4)-15.1%
MMLU: 71.01 vs 88.3 (so35)-19.6%
TruthfulQA: 52.67 vs 59 (gpt4)-10.7%
WinoGrande: 77.19 vs 87.5 (gpt4)-11.8%
GSM8K: 71.87 vs 96.4 (so35)-25.4%
MATH Lvl 5: 22.58
LLME Score: 0.35284
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Yi 1.5 9B Chat (01-ai/Yi-1.5-9B-Chat)

Yi 1.5 9B Chat Parameters and Internals

Model Type 
Chat, Base
Training Details 
Data Volume:
500B tokens (pre-trained)
Methodology:
Fine-tuned on 3M diverse samples
LLM NameYi 1.5 9B Chat
Repository 🤗https://huggingface.co/01-ai/Yi-1.5-9B-Chat 
Model Size9b
Required VRAM17.7 GB
Updated2025-02-22
Maintainer01-ai
Model Typellama
Model Files  4.9 GB: 1-of-4   5.0 GB: 2-of-4   5.0 GB: 3-of-4   2.8 GB: 4-of-4
Model ArchitectureLlamaForCausalLM
Licenseapache-2.0
Context Length4096
Model Max Length4096
Transformers Version4.40.0
Tokenizer ClassLlamaTokenizer
Padding Token<unk>
Vocabulary Size64000
Torch Data Typebfloat16

Quantized Models of the Yi 1.5 9B Chat

Model
Likes
Downloads
VRAM
Yi 1.5 9B Chat GGUF822303 GB
Yi 1.5 9B Chat AWQ0125 GB
Yi 1.5 9B Chat GGUF22803 GB
Yi 1.5 9B Chat GGUF5893 GB
Yi 1.5 9B Chat IMat GGUF01022 GB

Best Alternatives to Yi 1.5 9B Chat

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Context / RAM
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Yi 9B 200K256K / 17.7 GB840075
BigYi 15.75B 200K256K / 30.3 GB90
Yi Coder 9B Chat128K / 17.7 GB5154197
Yi Coder 9B128K / 17.7 GB693840
Llm4decompile 9B V2128K / 17.7 GB64616
CursorCore Yi 9B128K / 17.7 GB151
Yi Coder 9B Chat Instruct TIES128K / 17.7 GB50
Yi 1.5 9B 32K32K / 17.7 GB949018
Faro Yi 9B DPO32K / 17.7 GB554129
Faro Yi 9B32K / 17.7 GB549416

Rank the Yi 1.5 9B Chat 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 v20241227
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