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Sea Lion 7B Instruct Research by aisingapore

 »  All LLMs  »  aisingapore  »  Sea Lion 7B Instruct Research   URL Share it on

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  Arxiv:2309.06085   Autotrain compatible Base model:aisingapore/sea-lio... Base model:finetune:aisingapor...   Conversational   Custom code   En   Endpoints compatible   Id   Instruct   Km   Lo   Mpt   Ms   My   Region:us   Safetensors   Sharded   Ta   Tensorflow   Th   Tl   Vi   Zh
Model Card on HF 🤗: https://huggingface.co/aisingapore/sea-lion-7b-instruct-research 

Sea Lion 7B Instruct Research Benchmarks

LLME Score: 0.11885
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Sea Lion 7B Instruct Research (aisingapore/sea-lion-7b-instruct-research)
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Sea Lion 7B Instruct Research Parameters and Internals

Model Type 
Decoder
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 Volume:
980B tokens
Methodology:
Instruction-tuned on Indonesian data
Context Length:
2048
Model Architecture:
MPT with 32 layers, d_model 4096, head_dim 32
Input Output 
Input Format:
Byte-Pair Encoding (BPE), SentencePiece tokenizer
Accepted Modalities:
text
Output Format:
Text
LLM NameSea Lion 7B Instruct Research
Repository 🤗https://huggingface.co/aisingapore/sea-lion-7b-instruct-research 
Base Model(s)  Sea Lion 7B   aisingapore/sea-lion-7b
Model Size7b
Required VRAM15 GB
Updated2025-04-13
Maintaineraisingapore
Model Typempt
Instruction-BasedYes
Model Files  9.9 GB: 1-of-2   5.1 GB: 2-of-2
Supported Languagesen zh id ms tl my vi th lo km ta
Model ArchitectureMPTForCausalLM
Licensecc-by-nc-sa-4.0
Transformers Version4.31.0
Tokenizer ClassSEABPETokenizer
Vocabulary Size256000
Torch Data Typebfloat16

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Context / RAM
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Mpt 7B Chat0K / 13.3 GB80920518
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Mpt 7B Int8 Ov0K / 0 GB130
Mpt 7B 8K Instruct0K / 13.3 GB201227
Sea Lion 7B Instruct0K / 15 GB20823
Results0K / 13.3 GB70
Mpt 7B 8K Chat Sharded Bf160K / 13.4 GB61
...7B 8K Instruct Peft Compatible0K / 13.3 GB161
Vigogne Mpt 7B Instruct0K / 13.4 GB150
...pt 7B Instruct Peft Compatible0K / 13.3 GB220
Note: green Score (e.g. "73.2") means that the model is better than aisingapore/sea-lion-7b-instruct-research.

Rank the Sea Lion 7B Instruct Research 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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