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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

  18311   
  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: 0.32504
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)

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
Updated2025-02-22
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 Version4.40.0
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 GGUF912267712 GB
Yi 1.5 6B Chat GGUF42472 GB
Yi 1.5 6B Chat GGUF11092 GB
Yi 1.5 6B Chat IMat GGUF0721 GB

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Chatglm2 6B Port Llama32K / 12.5 GB154
Miqu 6B Truthy31K / 11.3 GB1011

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 v20241227
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