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Yi 1.5 34B 32K by 01-ai

 »  All LLMs  »  01-ai  »  Yi 1.5 34B 32K   URL Share it on

  7260   
  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-32K 

Yi 1.5 34B 32K Benchmarks

MMLU Pro: 41.21
GPQA: 15.1
MUSR: 14.08
BBH: 43.38
IFEval: 31.19 vs 88 (so35)-64.6%
ARC: 64.42 vs 96.7 (so35)-33.4%
HellaSwag: 85.54 vs 95.3 (gpt4)-10.2%
MMLU: 78.15 vs 88.3 (so35)-11.5%
TruthfulQA: 52.11 vs 59 (gpt4)-11.7%
WinoGrande: 83.98 vs 87.5 (gpt4)-4%
MATH Lvl 5: 15.11
LLME Score: 0.35339
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 32K (01-ai/Yi-1.5-34B-32K)

Yi 1.5 34B 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 34B 32K
Repository 🤗https://huggingface.co/01-ai/Yi-1.5-34B-32K 
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 Length32768
Model Max Length32768
Transformers Version4.37.1
Tokenizer ClassLlamaTokenizer
Padding Token<unk>
Vocabulary Size64000
Torch Data Typebfloat16

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Rank the Yi 1.5 34B 32K Capabilities

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Instruction Following and Task Automation  
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Release v20241217
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