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Yi6 by nxn1231

 »  All LLMs  »  nxn1231  »  Yi6   URL Share it on

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  Autotrain compatible   Endpoints compatible   Llama   Pytorch   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/nxn1231/yi6 

Yi6 Benchmarks

ARC: 47.78 vs 96.7 (so35)-50.6%
HellaSwag: 68.25 vs 95.3 (gpt4)-28.4%
MMLU: 54.05 vs 88.3 (so35)-38.8%
TruthfulQA: 35.8 vs 59 (gpt4)-39.3%
WinoGrande: 64.64 vs 87.5 (gpt4)-26.1%
GSM8K: 4.4 vs 96.4 (so35)-95.4%
LLME Score: 0.16789
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Yi6 (nxn1231/yi6)
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Yi6 Parameters and Internals

Model Type 
bilingual, multilingual, language understanding, commonsense reasoning, reading comprehension
Use Cases 
Areas:
language understanding, commonsense reasoning, reading comprehension
Additional Notes 
Thanks and credits to Transformer and LLaMA open-source communities for reducing efforts and enabling tool utilization.
Supported Languages 
English (highly proficient), Chinese (highly proficient)
Training Details 
Data Volume:
3T multilingual corpus
Model Architecture:
LLaMA
LLM NameYi6
Repository 🤗https://huggingface.co/nxn1231/yi6 
Model Size6.1b
Required VRAM12.1 GB
Updated2025-09-23
Maintainernxn1231
Model Typellama
Model Files  9.9 GB: 1-of-2   2.2 GB: 2-of-2   9.9 GB: 1-of-2   2.2 GB: 2-of-2
Model ArchitectureLlamaForCausalLM
Licensemit
Context Length4096
Model Max Length4096
Transformers Version4.34.0
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 nxn1231/yi6.

Rank the Yi6 Capabilities

🆘 Have you tried this model? Rate its performance. This feedback would greatly assist ML community in identifying the most suitable model for their needs. Your contribution really does make a difference! 🌟

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 v20241124
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