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Sailor 7B by sail

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  Arxiv:2404.03608   Autotrain compatible Base model:finetune:qwen/qwen1...   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   Lo   Model-index   Ms   Multilingual   Qwen2   Region:us   Safetensors   Sailor   Sea   Th   Vi   Zh

Sailor 7B Benchmarks

ARC: 49.83 vs 96.7 (so35)-48.5%
HellaSwag: 76.21 vs 95.3 (gpt4)-20%
MMLU: 54.84 vs 88.3 (so35)-37.9%
TruthfulQA: 40.12 vs 59 (gpt4)-32%
WinoGrande: 69.38 vs 87.5 (gpt4)-20.7%
GSM8K: 32.52 vs 96.4 (so35)-66.3%
LLME Score: 0.23514
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

Sailor 7B Parameters and Internals

LLM NameSailor 7B
Repository 🤗https://huggingface.co/sail/Sailor-7B 
Base Model(s)  Qwen/Qwen1.5-7B   Qwen/Qwen1.5-7B
Model Size7b
Required VRAM15.4 GB
Updated2024-10-22
Maintainersail
Model Typeqwen2
Model Files  15.4 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 7B (sail/Sailor-7B)

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Gte Qwen2 7B Instruct128K / 30.5 GB29308177
SeaLLMs V3 7B Chat128K / 15.2 GB641542
Qwen2 7B Instruct V0.1128K / 15.2 GB409681
Einstein V7 Qwen2 7B128K / 15.2 GB410033
Qwen2 7B Instruct V0.8128K / 15.2 GB409903
...nity Instruct 3M 0625 Qwen2 7B128K / 15.2 GB40608
Samantha Qwen 2 7B128K / 15.2 GB40992
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 v2024072803
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