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
Model Typeqwen2
Model Files  7.9 GB
Supported Languagesen zh id th vi ms lo
Model ArchitectureQwen2ForCausalLM
Context Length32768
Model Max Length32768
Transformers Version4.37.2
Tokenizer ClassQwen2Tokenizer
Padding Token<|endoftext|>
Vocabulary Size151936
Torch Data Typebfloat16
Sailor 4B (sail/Sailor-4B)

Best Alternatives to Sailor 4B

Best Alternatives
HF Rank
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

๐Ÿ†˜ Have you tried this model? Rate its performance. This feedback would greatly assist ML community in identifying the most suitable model for their needs. Your contribution really does make a difference! ๐ŸŒŸ

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