Sailor 7B by sail

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  Arxiv:2404.03608   Autotrain compatible   Base model:qwen/qwen1.5-7b   Conversational   Dataset:allenai/madlad-400   Dataset:cc100 Dataset:cerebras/slimpajama-62...   Dataset:skywork/skypile-150b   En   Endpoints compatible   Id   License:apache-2.0   Lo   Model-index   Ms   Multilingual   Qwen2   Region:us   Safetensors   Sailor   Sea   Th   Vi   Zh

Sailor 7B Benchmarks

Sailor 7B Parameters and Internals

LLM NameSailor 7B
RepositoryOpen on ๐Ÿค— 
Base Model(s)  Qwen/Qwen1.5-7B   Qwen/Qwen1.5-7B
Model Size7b
Required VRAM15.4 GB
Model Typeqwen2
Model Files  15.4 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 7B (sail/Sailor-7B)

Best Alternatives to Sailor 7B

Best Alternatives
HF Rank
Qwen2 7B0.5128K / 15.4 GB12927194
Einstein V7 Qwen2 7B0.4128K / 15.2 GB104530
Qwen2 7B Instruct V0.80.3128K / 15.2 GB402893
Qwen2 7B Instruct V0.50.3128K / 15.2 GB403281
Qwen2 7B Instruct V0.40.3128K / 15.2 GB403111
Qwen2 7B Instruct V0.10.3128K / 15.2 GB402751
Qwen2 7B Instruct V0.70.3128K / 15.2 GB402891
Qwen2 7B Instruct V0.30.3128K / 15.2 GB402611
Qwen2 7B Instruct V0.20.3128K / 15.2 GB402291
Qwen2 7B Instruct V0.60.3128K / 15.2 GB402091
Note: green Score (e.g. "73.2") means that the model is better than sail/Sailor-7B.

Rank the Sailor 7B 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