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Yi 1.5 6B Chat by 01-ai

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

  20623   
  Arxiv:2403.04652   Autotrain compatible   Conversational   Endpoints compatible   Llama   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/01-ai/Yi-1.5-6B-Chat 

Yi 1.5 6B Chat Benchmarks

MMLU Pro: 24.37
GPQA: 6.94
MUSR: 14.03
BBH: 23.68
IFEval: 51.45 vs 88 (so35)-41.5%
ARC: 60.67 vs 96.7 (so35)-37.3%
HellaSwag: 78.87 vs 95.3 (gpt4)-17.2%
MMLU: 64.24 vs 88.3 (so35)-27.2%
TruthfulQA: 52.57 vs 59 (gpt4)-10.9%
WinoGrande: 73.56 vs 87.5 (gpt4)-15.9%
GSM8K: 67.1 vs 96.4 (so35)-30.4%
MATH Lvl 5: 16.24
LLME Score: 0.28708
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 Chat (01-ai/Yi-1.5-6B-Chat)
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Yi 1.5 6B Chat 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 Chat
Repository 🤗https://huggingface.co/01-ai/Yi-1.5-6B-Chat 
Model Size6b
Required VRAM12.1 GB
Updated2025-09-08
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 Version4.40.0
Tokenizer ClassLlamaTokenizer
Padding Token<unk>
Vocabulary Size64000
Torch Data Typebfloat16

Quantized Models of the Yi 1.5 6B Chat

Model
Likes
Downloads
VRAM
Yi 1.5 6B Chat GGUF91546572 GB
Yi 1.5 6B Chat GGUF412392 GB
Yi 1.5 6B Chat GGUF112652 GB
Yi 1.5 6B Chat IMat GGUF0641 GB

Best Alternatives to Yi 1.5 6B Chat

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Yi 6B 200K AEZAKMI V2195K / 12.1 GB17201
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Barcenas 6B 200K195K / 12.1 GB18182
Yi 6B 200K Llama195K / 12.1 GB75
Yi 6B 200K Llamafied195K / 12.1 GB711
Llama 3.2 6B AlgoCode128K / 12.7 GB161
Chatglm2 6B Port Llama32K / 12.5 GB74
Miqu 6B Truthy31K / 11.3 GB71

Rank the Yi 1.5 6B Chat 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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Release v20241124
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