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Yi 1.5 9B Chat 16K by 01-ai

 »  All LLMs  »  01-ai  »  Yi 1.5 9B Chat 16K   URL Share it on

  12934   
  Arxiv:2403.04652   Autotrain compatible   Conversational   Endpoints compatible   Llama   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/01-ai/Yi-1.5-9B-Chat-16K 

Yi 1.5 9B Chat 16K Benchmarks

MMLU Pro: 33.26
GPQA: 7.83
MUSR: 10.04
BBH: 31.5
IFEval: 42.14 vs 88 (so35)-52.1%
ARC: 64.33 vs 96.7 (so35)-33.5%
HellaSwag: 80.91 vs 95.3 (gpt4)-15.1%
MMLU: 70.96 vs 88.3 (so35)-19.6%
TruthfulQA: 51.02 vs 59 (gpt4)-13.5%
WinoGrande: 74.98 vs 87.5 (gpt4)-14.3%
GSM8K: 59.67 vs 96.4 (so35)-38.1%
MATH Lvl 5: 17.82
LLME Score: 0.3229
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 Chat 16K (01-ai/Yi-1.5-9B-Chat-16K)

Yi 1.5 9B 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 9B Chat 16K
Repository 🤗https://huggingface.co/01-ai/Yi-1.5-9B-Chat-16K 
Model Size9b
Required VRAM17.7 GB
Updated2025-02-22
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 Length16384
Model Max Length16384
Transformers Version4.40.0
Tokenizer ClassLlamaTokenizer
Padding Token<unk>
Vocabulary Size64000
Torch Data Typebfloat16

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Note: green Score (e.g. "73.2") means that the model is better than 01-ai/Yi-1.5-9B-Chat-16K.

Rank the Yi 1.5 9B 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  
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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241227
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