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Yi 6B GPTQ by TheBloke

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  4-bit   Autotrain compatible   Base model:01-ai/yi-6b Base model:quantized:01-ai/yi-...   Custom code   Gptq   Quantized   Region:us   Safetensors   Yi
Model Card on HF 🤗: https://huggingface.co/TheBloke/Yi-6B-GPTQ 

Yi 6B GPTQ Benchmarks

LLME Score: 0.14634
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Yi 6B GPTQ (TheBloke/Yi-6B-GPTQ)

Yi 6B GPTQ Parameters and Internals

Model Type 
text generation, bilingual (English/Chinese)
Use Cases 
Areas:
research, commercial applications
Additional Notes 
Model provides high-quality inference with various quantization options. Compatibility with several inference engines.
Training Details 
Context Length:
4000
Input Output 
Output Format:
text
Release Notes 
Version:
Yi-6B
Date:
2023-11-02
Notes:
Initial release of the Yi-6B model with 4K sequence length extension to 32K during inference.
LLM NameYi 6B GPTQ
Repository 🤗https://huggingface.co/TheBloke/Yi-6B-GPTQ 
Model NameYi 6B
Base Model(s)  Yi 6B   01-ai/Yi-6B
Model Size6b
Required VRAM3.9 GB
Updated2025-02-05
MaintainerTheBloke
Model Typeyi
Model Files  3.9 GB
GPTQ QuantizationYes
Quantization Typegptq
Model ArchitectureYiForCausalLM
Licenseother
Context Length4096
Model Max Length4096
Transformers Version4.35.0
Tokenizer ClassYiTokenizer
Vocabulary Size64000
Torch Data Typebfloat16

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Note: green Score (e.g. "73.2") means that the model is better than TheBloke/Yi-6B-GPTQ.

Rank the Yi 6B GPTQ 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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