Yi 6B by 01-ai

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  Arxiv:2311.16502   Arxiv:2401.11944   Arxiv:2403.04652   Autotrain compatible   Endpoints compatible   License:apache-2.0   Llama   Pytorch   Region:us   Safetensors   Sharded   Tensorflow

Yi 6B Benchmarks

Rank the Yi 6B 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 6B (01-ai/Yi-6B)

Quantized Models of the Yi 6B

Yi 6B GGUF134572 GB
... Spicyboros 3.1 4.0bpw H6 EXL2323 GB
Yi 6B AWQ193 GB
Yi 6B GPTQ193 GB
... Spicyboros 3.1 3.0bpw H6 EXL2122 GB

Best Alternatives to Yi 6B

Best Alternatives
HF Rank
Yi 1.5 6B Chat IMat GGUF584K / 1.4 GB2510
Yi 1.5 6B Chat GGUF584K / 2.3 GB29493
Yi 1.5 6B Chat GGUF584K / 2.3 GB2191
Yi 6B 200K195K / 12.1 GB7264174
Yi 6B 200K Llamafied195K / 12.1 GB910
Yi 6B 200K Llama195K / 12.1 GB75
Barcenas 6B 200K195K / 12.1 GB12332
Yi 6B 200K AEZAKMI V2195K / 12.1 GB19981
Wukong Yi 6B 200K195K / 12.1 GB31
Yi 6B 200K DPO195K / 12.1 GB23800

Yi 6B Parameters and Internals

LLM NameYi 6B
RepositoryOpen on ๐Ÿค— 
Model Size6b
Required VRAM12.1 GB
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
Context Length4096
Model Max Length4096
Transformers Version4.34.0
Tokenizer ClassLlamaTokenizer
Padding Token<unk>
Vocabulary Size64000
Initializer Range0.02
Torch Data Typebfloat16

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