Sailor 4B by sail

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  Arxiv:2404.03608   Autotrain compatible   Base model:qwen/qwen1.5-4b   Conversational   Dataset:allenai/madlad-400   Dataset:cc100 Dataset:cerebras/slimpajama-62...   Dataset:skywork/skypile-150b   En   Id   License:apache-2.0   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
RepositoryOpen on ๐Ÿค— 
Base Model(s)  Qwen/Qwen1.5-4B   Qwen/Qwen1.5-4B
Model Size4b
Required VRAM7.9 GB
Updated2024-07-20
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)

Best Alternatives to Sailor 4B

Best Alternatives
HF Rank
Context/RAM
Downloads
Likes
Qwen1.5 4B Chat0.332K / 7.9 GB1621234
Qwen1.5 4B0.332K / 7.9 GB3829534
Nusantara 4B Indo Chat0.332K / 7.9 GB4851
Qwen1.5 Wukong 4B0.332K / 7.9 GB3162
Sailor 4B Chat0.332K / 7.9 GB2972
Reyna CoT 4B V0.10.332K / 7.9 GB4575
Blossom V5 4B0.332K / 7.9 GB4562
Qwen 4B Flock 17198484830.332K / 7.9 GB260
NOVA 3 1.5B0.332K / 14.3 GB340
Qwen 4B Flock 17198550020.332K / 7.9 GB240
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 v2024071601