Yi 1.5 6B Chat GGUF by second-state

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  Autotrain compatible Base model:01-ai/yi-1.5-6b-cha...   Gguf   License:other   Llama   Q2   Quantized   Region:us

Rank the Yi 1.5 6B Chat GGUF 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  
Yi 1.5 6B Chat GGUF (second-state/Yi-1.5-6B-Chat-GGUF)

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HF Rank
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Yi 6B 200K 3.0bpw H6 EXL2195K / 2.8 GB80
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...i 6B 200K AEZAKMI V2 6bpw EXL2195K / 4.9 GB53
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Note: green Score (e.g. "73.2") means that the model is better than second-state/Yi-1.5-6B-Chat-GGUF.

Yi 1.5 6B Chat GGUF Parameters and Internals

LLM NameYi 1.5 6B Chat GGUF
RepositoryOpen on ๐Ÿค— 
Model NameYi-1.5-6B-Chat
Model Creator01-ai
Base Model(s)  Yi 1.5 6B Chat   01-ai/Yi-1.5-6B-Chat
Model Size6b
Required VRAM2.3 GB
Model Typellama
Model Files  2.3 GB   3.2 GB   3.0 GB   2.7 GB   3.5 GB   3.7 GB   3.5 GB   4.2 GB   4.3 GB   4.2 GB   5.0 GB   6.4 GB   12.1 GB
GGUF QuantizationYes
Quantization Typegguf|q2|q4_k|q5_k
Model ArchitectureLlamaForCausalLM
Context Length4096
Model Max Length4096
Transformers Version4.40.0
Vocabulary Size64000
Initializer Range0.02
Torch Data Typebfloat16

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Original data from HuggingFace, OpenCompass and various public git repos.
Release v2024042801