Sailor 4B by sail

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  Arxiv:2404.03608   Autotrain compatible Base model:finetune:qwen/qwen1...   Base model:qwen/qwen1.5-4b   Conversational   Dataset:allenai/madlad-400   Dataset:cc100 Dataset:cerebras/slimpajama-62...   Dataset:skywork/skypile-150b   En   Id   Lo   Model-index   Ms   Multilingual   Qwen2   Region:us   Safetensors   Sailor   Sea   Th   Vi   Zh

Sailor 4B Benchmarks

Sailor 4B Parameters and Internals

LLM NameSailor 4B
Repository ๐Ÿค—https://huggingface.co/sail/Sailor-4B 
Base Model(s)  Qwen/Qwen1.5-4B   Qwen/Qwen1.5-4B
Model Size4b
Required VRAM7.9 GB
Updated2024-10-18
Maintainersail
Model Typeqwen2
Model Files  7.9 GB
Supported Languagesen zh id th vi ms lo
Model ArchitectureQwen2ForCausalLM
Licenseapache-2.0
Context Length32768
Model Max Length32768
Transformers Version4.37.2
Tokenizer ClassQwen2Tokenizer
Padding Token<|endoftext|>
Vocabulary Size151936
Torch Data Typebfloat16
Errorsreplace
Sailor 4B (sail/Sailor-4B)

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Sailor 4B Chat32K / 7.9 GB782
Qwen 4B Flock 171985500232K / 7.9 GB50
Qwen 4B Flock 171984848332K / 7.9 GB50
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Qwen 4B Flock 171956169532K / 7.9 GB50
Qwen 4B Flock 171956496432K / 7.9 GB50
Qwen 4B Flock 171949773632K / 7.9 GB50
Note: green Score (e.g. "73.2") means that the model is better than sail/Sailor-4B.

Rank the Sailor 4B 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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Original data from HuggingFace, OpenCompass and various public git repos.
Release v2024072803