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Yi 1.5 34B by 01-ai

 »  All LLMs  »  01-ai  »  Yi 1.5 34B   URL Share it on

  3874   
  Arxiv:2403.04652   Autotrain compatible   Endpoints compatible   Llama   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/01-ai/Yi-1.5-34B 

Yi 1.5 34B Benchmarks

MMLU Pro: 40.73
GPQA: 15.44
MUSR: 11.22
BBH: 42.75
IFEval: 28.41 vs 88 (so35)-67.7%
ARC: 65.78 vs 96.7 (so35)-32%
HellaSwag: 86.11 vs 95.3 (gpt4)-9.6%
MMLU: 78 vs 88.3 (so35)-11.7%
TruthfulQA: 53.84 vs 59 (gpt4)-8.7%
WinoGrande: 84.06 vs 87.5 (gpt4)-3.9%
GSM8K: 73.24 vs 96.4 (so35)-24%
MATH Lvl 5: 15.18
LLME Score: 0.33038
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 34B (01-ai/Yi-1.5-34B)

Yi 1.5 34B 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 34B
Repository 🤗https://huggingface.co/01-ai/Yi-1.5-34B 
Model Size34b
Required VRAM69.2 GB
Updated2024-12-21
Maintainer01-ai
Model Typellama
Model Files  4.8 GB: 1-of-15   4.8 GB: 2-of-15   5.0 GB: 3-of-15   4.8 GB: 4-of-15   4.8 GB: 5-of-15   5.0 GB: 6-of-15   4.8 GB: 7-of-15   4.8 GB: 8-of-15   5.0 GB: 9-of-15   4.8 GB: 10-of-15   4.8 GB: 11-of-15   5.0 GB: 12-of-15   4.8 GB: 13-of-15   4.8 GB: 14-of-15   1.2 GB: 15-of-15
Model ArchitectureLlamaForCausalLM
Licenseapache-2.0
Context Length4096
Model Max Length4096
Transformers Version4.37.2
Tokenizer ClassLlamaTokenizer
Padding Token<unk>
Vocabulary Size64000
Torch Data Typebfloat16

Quantized Models of the Yi 1.5 34B

Model
Likes
Downloads
VRAM
....9.1 Yi 1.5 34B 3.0bpw H6 EXL211213 GB
....9.1 Yi 1.5 34B 5.0bpw H6 EXL22722 GB

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Rank the Yi 1.5 34B Capabilities

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Instruction Following and Task Automation  
Factuality and Completeness of Knowledge  
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Multi-Language Support and Translation  

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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241217
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