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Sailor 14B by sail

 »  All LLMs  »  sail  »  Sailor 14B   URL Share it on

  16   
  Arxiv:2404.03608   Autotrain compatible Base model:finetune:qwen/qwen1...   Base model:qwen/qwen1.5-14b   Conversational   Dataset:allenai/madlad-400   Dataset:cc100 Dataset:cerebras/slimpajama-62...   Dataset:skywork/skypile-150b   En   Id   Lo   Ms   Multilingual   Qwen2   Region:us   Safetensors   Sailor   Sea   Th   Vi   Zh
Model Card on HF 🤗: https://huggingface.co/sail/Sailor-14B 

Sailor 14B Benchmarks

LLME Score: 0.17625
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Sailor 14B (sail/Sailor-14B)

Sailor 14B Parameters and Internals

Model Type 
multilingual
Use Cases 
Areas:
research, commercial applications
Supported Languages 
en (proficient), zh (proficient), id (proficient), th (proficient), vi (proficient), ms (proficient), lo (proficient)
Training Details 
Data Sources:
cerebras/SlimPajama-627B, Skywork/SkyPile-150B, cc100, allenai/MADLAD-400
Data Volume:
200B to 400B tokens
Methodology:
Aggressive data deduplication with careful data cleaning
LLM NameSailor 14B
Repository 🤗https://huggingface.co/sail/Sailor-14B 
Base Model(s)  Qwen/Qwen1.5-14B   Qwen/Qwen1.5-14B
Model Size14b
Required VRAM28.3 GB
Updated2025-04-29
Maintainersail
Model Typeqwen2
Model Files  28.3 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 14B

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Context / RAM
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Qwen2.5 14B Instruct 1M986K / 29.6 GB51780307
T3Q Qwen2.5 14B V1.0 E3986K / 29.7 GB155725
ZYH LLM Qwen2.5 14B V4986K / 29.7 GB1006
Qwen2.5 14B 1M YOYO V3986K / 29.7 GB2544
ZYH LLM Qwen2.5 14B V3986K / 29.7 GB2008
Impish QWEN 14B 1M986K / 29.7 GB20516
Qwen2.5 14B YOYO Latest V2986K / 29.7 GB1290
Qwen2.5 14B YOYO V4986K / 29.7 GB124
Condor Opus 14B Exp986K / 29.7 GB882
...14B Instruct 1M GRPO Reasoning986K / 29.7 GB204
Note: green Score (e.g. "73.2") means that the model is better than sail/Sailor-14B.

Rank the Sailor 14B Capabilities

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Instruction Following and Task Automation  
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Release v20241227
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