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Yi 1.5 34B Chat 16K by 01-ai

 »  All LLMs  »  01-ai  »  Yi 1.5 34B Chat 16K   URL Share it on

  36693   
  Arxiv:2403.04652   Autotrain compatible   Conversational   Endpoints compatible   Llama   Region:us   Safetensors   Sharded   Tensorflow

Yi 1.5 34B Chat 16K Benchmarks

MMLU Pro: 39.38
GPQA: 11.74
MUSR: 13.74
BBH: 44.54
IFEval: 45.64 vs 88 (so35)-48.1%
ARC: 68.09 vs 96.7 (so35)-29.6%
HellaSwag: 86.52 vs 95.3 (gpt4)-9.2%
MMLU: 78 vs 88.3 (so35)-11.7%
TruthfulQA: 57.61 vs 59 (gpt4)-2.4%
WinoGrande: 83.27 vs 87.5 (gpt4)-4.8%
GSM8K: 67.93 vs 96.4 (so35)-29.5%
MATH Lvl 5: 20.39
LLME Score: 0.37787
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 Chat 16K 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 Chat 16K
Repository 🤗https://huggingface.co/01-ai/Yi-1.5-34B-Chat-16K 
Model Size34b
Required VRAM69.2 GB
Updated2024-11-21
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 Length16384
Model Max Length16384
Transformers Version4.40.0
Tokenizer ClassLlamaTokenizer
Padding Token<unk>
Vocabulary Size64000
Torch Data Typebfloat16
Yi 1.5 34B Chat 16K (01-ai/Yi-1.5-34B-Chat-16K)

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Rank the Yi 1.5 34B Chat 16K 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 v20241110
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