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Sailor 4B by sail

 »  All LLMs  »  sail  »  Sailor 4B   URL Share it on

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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
Model Card on HF 🤗: https://huggingface.co/sail/Sailor-4B 

Sailor 4B Benchmarks

ARC: 43.86 vs 96.7 (so35)-54.6%
HellaSwag: 69.51 vs 95.3 (gpt4)-27.1%
MMLU: 37.45 vs 88.3 (so35)-57.6%
TruthfulQA: 37.02 vs 59 (gpt4)-37.3%
WinoGrande: 65.67 vs 87.5 (gpt4)-24.9%
GSM8K: 8.79 vs 96.4 (so35)-90.9%
LLME Score: 0.20478
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Sailor 4B (sail/Sailor-4B)

Sailor 4B Parameters and Internals

LLM NameSailor 4B
Repository 🤗https://huggingface.co/sail/Sailor-4B 
Base Model(s)  Qwen/Qwen1.5-4B   Qwen/Qwen1.5-4B
Model Size4b
Required VRAM7.9 GB
Updated2025-03-20
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

Best Alternatives to Sailor 4B

Best Alternatives
Context / RAM
Downloads
Likes
Qwarkstar 4B Instruct Preview32K / 9 GB1802
Qwarkstar 4B32K / 9 GB2110
Qwen1.5 4B Chat32K / 7.9 GB1282640
Qwen1.5 4B32K / 7.9 GB383236
Qwarkstar 4B Instruct32K / 9 GB301
Nusantara 4B Indo Chat32K / 7.9 GB1091
Sailor 4B Chat32K / 7.9 GB562
Reyna CoT 4B V0.132K / 7.9 GB676
Qwen 4B Flock 171985500232K / 7.9 GB610
Qwen 4B Flock 171984848332K / 7.9 GB600
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 v20241227
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