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Yi 34B 200K by 01-ai

 »  All LLMs  »  01-ai  »  Yi 34B 200K   URL Share it on

  4761   
  Arxiv:2311.16502   Arxiv:2401.11944   Arxiv:2403.04652   Autotrain compatible   Endpoints compatible   Llama   Pytorch   Region:us   Safetensors   Sharded   Tensorflow

Yi 34B 200K Benchmarks

MMLU Pro: 39.27
GPQA: 14.21
MUSR: 9.41
BBH: 36.02
IFEval: 15.42 vs 88 (so35)-82.5%
ARC: 65.78 vs 96.7 (so35)-32%
HellaSwag: 82.06 vs 95.3 (gpt4)-13.9%
MMLU: 75.56 vs 88.3 (so35)-14.4%
TruthfulQA: 42.6 vs 59 (gpt4)-27.8%
WinoGrande: 82.87 vs 87.5 (gpt4)-5.3%
GSM8K: 34.87 vs 96.4 (so35)-63.8%
MATH Lvl 5: 4.46
LLME Score: 0.31185
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

Yi 34B 200K Parameters and Internals

LLM NameYi 34B 200K
Repository 🤗https://huggingface.co/01-ai/Yi-34B-200K 
Model Size34b
Required VRAM68.9 GB
Updated2024-10-17
Maintainer01-ai
Model Typellama
Model Files  10.0 GB: 1-of-7   9.9 GB: 2-of-7   9.8 GB: 3-of-7   9.8 GB: 4-of-7   9.8 GB: 5-of-7   9.9 GB: 6-of-7   9.7 GB: 7-of-7   10.0 GB: 1-of-7   9.9 GB: 2-of-7   9.8 GB: 3-of-7   9.8 GB: 4-of-7   9.8 GB: 5-of-7   9.9 GB: 6-of-7   9.7 GB: 7-of-7
Model ArchitectureLlamaForCausalLM
Licenseapache-2.0
Context Length200000
Model Max Length200000
Transformers Version4.34.0
Tokenizer ClassLlamaTokenizer
Padding Token<unk>
Vocabulary Size64000
Torch Data Typebfloat16
Yi 34B 200K (01-ai/Yi-34B-200K)

Quantized Models of the Yi 34B 200K

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VRAM
Yi 34B 200K GGUF29146514 GB
Yi 34B 200K AWQ94319 GB
Yi 34B 200K GPTQ3818 GB
Yi 34B 200K AWQ1719 GB

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Rank the Yi 34B 200K 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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