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Yi 1.5 9B 32K by 01-ai

 »  All LLMs  »  01-ai  »  Yi 1.5 9B 32K   URL Share it on

  10371   
  Arxiv:2403.04652   Autotrain compatible   Endpoints compatible   Llama   Region:us   Safetensors   Sharded   Tensorflow

Yi 1.5 9B 32K Benchmarks

MMLU Pro: 30.72
GPQA: 14.54
MUSR: 10.83
BBH: 28.94
IFEval: 23.03 vs 88 (so35)-73.8%
ARC: 61.09 vs 96.7 (so35)-36.8%
HellaSwag: 79.83 vs 95.3 (gpt4)-16.2%
MMLU: 70.97 vs 88.3 (so35)-19.6%
TruthfulQA: 42.53 vs 59 (gpt4)-27.9%
WinoGrande: 76.87 vs 87.5 (gpt4)-12.1%
MATH Lvl 5: 10.65
LLME Score: 0.34416
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 32K 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 32K
Repository 🤗https://huggingface.co/01-ai/Yi-1.5-9B-32K 
Model Size9b
Required VRAM17.7 GB
Updated2024-11-21
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 Length32768
Model Max Length32768
Transformers Version4.37.1
Tokenizer ClassLlamaTokenizer
Padding Token<unk>
Vocabulary Size64000
Torch Data Typebfloat16
Yi 1.5 9B 32K (01-ai/Yi-1.5-9B-32K)

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Note: green Score (e.g. "73.2") means that the model is better than 01-ai/Yi-1.5-9B-32K.

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Release v20241110
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