Yi 1.5 6B Chat by 01-ai

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

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  
Yi 1.5 6B Chat (01-ai/Yi-1.5-6B-Chat)

Quantized Models of the Yi 1.5 6B Chat

Yi 1.5 6B Chat GGUF775702 GB
Yi 1.5 6B Chat GGUF222262 GB
Yi 1.5 6B Chat IMat GGUF061601 GB
Yi 1.5 6B Chat GGUF02812 GB

Best Alternatives to Yi 1.5 6B Chat

Best Alternatives
HF Rank
Yi 6B65.24K / 12.1 GB16138361
Yi 6B 200K Q195K / 3.8 GB80
Yi 6B 200K195K / 12.1 GB8053171
Yi 6B 200K Llamafied195K / 12.1 GB310
Yi 6B 200K Llama195K / 12.1 GB35
Barcenas 6B 200K195K / 12.1 GB14212
Yi 6B 200K AEZAKMI V2195K / 12.1 GB33671
Yi 6B 200K DPO195K / 12.1 GB53150
Ikig AI195K / 12.1 GB60
Chatglm2 6B Port Llama32K / 12.5 GB63
Note: green Score (e.g. "73.2") means that the model is better than 01-ai/Yi-1.5-6B-Chat.

Yi 1.5 6B Chat Parameters and Internals

LLM NameYi 1.5 6B Chat
RepositoryOpen on ๐Ÿค— 
Model Size6b
Required VRAM12.1 GB
Model Typellama
Model Files  4.9 GB: 1-of-3   5.0 GB: 2-of-3   2.2 GB: 3-of-3
Model ArchitectureLlamaForCausalLM
Context Length4096
Model Max Length4096
Transformers Version4.40.0
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