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Sea Lion 3B by aisingapore

 »  All LLMs  »  aisingapore  »  Sea Lion 3B   URL Share it on

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  Arxiv:2101.09635   Autotrain compatible   Custom code   En   Endpoints compatible   Id   Km   Lo   Mpt   Ms   My   Region:us   Safetensors   Ta   Th   Tl   Vi   Zh
Model Card on HF 🤗: https://huggingface.co/aisingapore/sea-lion-3b 

Sea Lion 3B Benchmarks

LLME Score: 0.12654
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Sea Lion 3B (aisingapore/sea-lion-3b)
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Sea Lion 3B Parameters and Internals

Model Type 
Decoder
Additional Notes 
Model has not been aligned for safety. Users should perform their own safety fine-tuning.
Supported Languages 
en (English), zh (Chinese), id (Indonesian), ms (Malay), tl (Filipino), my (Burmese), vi (Vietnamese), th (Thai), lo (Lao), km (Khmer), ta (Tamil)
Training Details 
Data Sources:
RefinedWeb - English, mC4 - Chinese, mC4 - Indonesian, mC4 - Malay, mC4 - Filipino, mC4 - Burmese, mC4 - Vietnamese, mC4 - Thai, WangChanBERTa - Thai, mC4 - Lao, mC4 - Khmer, mC4 - Tamil, the Stack - Python, the Stack - Javascript, the Stack - Shell, the Stack - SQL, the Stack - Markdown, RedPajama - StackExchange, RedPajama - ArXiv
Data Volume:
980B tokens
Methodology:
Pretrained and instruct-tuned for SEA region
Context Length:
2048
Training Time:
14 days
Hardware Used:
AWS EC2 p4d.24xlarge, Nvidia A100 40GB GPU
Model Architecture:
MPT architecture
LLM NameSea Lion 3B
Repository 🤗https://huggingface.co/aisingapore/sea-lion-3b 
Model Size3b
Required VRAM6.4 GB
Updated2025-04-13
Maintaineraisingapore
Model Typempt
Model Files  6.4 GB
Supported Languagesen zh id ms tl my vi th lo km ta
Model ArchitectureMPTForCausalLM
Licensemit
Transformers Version4.34.1
Tokenizer ClassSEABPETokenizer
Vocabulary Size256000
Torch Data Typebfloat16

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Note: green Score (e.g. "73.2") means that the model is better than aisingapore/sea-lion-3b.

Rank the Sea Lion 3B 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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Release v20241124
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