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Yi 1.5 6B by 01-ai

 »  All LLMs  »  01-ai  »  Yi 1.5 6B   URL Share it on

  4962   
  Arxiv:2403.04652   Autotrain compatible   Endpoints compatible   Llama   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/01-ai/Yi-1.5-6B 

Yi 1.5 6B Benchmarks

MMLU Pro: 23.82
GPQA: 8.5
MUSR: 13.31
BBH: 22.03
IFEval: 26.17 vs 88 (so35)-70.3%
ARC: 57.25 vs 96.7 (so35)-40.8%
HellaSwag: 77.92 vs 95.3 (gpt4)-18.2%
MMLU: 64.73 vs 88.3 (so35)-26.7%
TruthfulQA: 44.02 vs 59 (gpt4)-25.4%
WinoGrande: 75.14 vs 87.5 (gpt4)-14.1%
GSM8K: 50.34 vs 96.4 (so35)-47.8%
MATH Lvl 5: 6.65
LLME Score: 0.29301
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 6B (01-ai/Yi-1.5-6B)

Yi 1.5 6B 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 6B
Repository 🤗https://huggingface.co/01-ai/Yi-1.5-6B 
Model Size6b
Required VRAM12.1 GB
Updated2025-02-22
Maintainer01-ai
Model Typellama
Model Files  4.9 GB: 1-of-3   5.0 GB: 2-of-3   2.2 GB: 3-of-3
Model ArchitectureLlamaForCausalLM
Licenseapache-2.0
Context Length4096
Model Max Length4096
Transformers Version4.37.2
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-1.5-6B.

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Release v20241227
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