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Sea Lion 7B Instruct by aisingapore

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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 

Sea Lion 7B Instruct Benchmarks

LLME Score: 0.18987
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 (aisingapore/sea-lion-7b-instruct)

Sea Lion 7B Instruct Parameters and Internals

Model Type 
Decoder
Use Cases 
Limitations:
Model can hallucinate and generate irrelevant content, Not optimized for multi-turn dialogue
Additional Notes 
The model exhibits certain limitations and has not been optimized for safety.
Supported Languages 
English (Full), Chinese (Full), Indonesian (Full), Malay (Full), Thai (Full), Vietnamese (Full), Filipino (Full), Tamil (Full), Burmese (Full), Khmer (Full), Lao (Full)
Training Details 
Methodology:
Instruction tuning using parameter efficient fine tuning (LoRA)
Hardware Used:
8x A100-40GB
Model Architecture:
MPT architecture
LLM NameSea Lion 7B Instruct
Repository 🤗https://huggingface.co/aisingapore/sea-lion-7b-instruct 
Base Model(s)  Sea Lion 7B   aisingapore/sea-lion-7b
Model Size7b
Required VRAM15 GB
Updated2024-12-21
Maintaineraisingapore
Model Typempt
Instruction-BasedYes
Model Files  4.9 GB: 1-of-4   5.0 GB: 2-of-4   5.0 GB: 3-of-4   0.1 GB: 4-of-4
Supported Languagesen zh id ms tl my vi th lo km ta
Model ArchitectureMPTForCausalLM
Licensemit
Transformers Version4.37.2
Tokenizer ClassSEABPETokenizer
Padding Token<|padding|>
Vocabulary Size256000
Torch Data Typebfloat16

Quantized Models of the Sea Lion 7B Instruct

Model
Likes
Downloads
VRAM
Sea Lion 7B Instruct Gptq085 GB

Best Alternatives to Sea Lion 7B Instruct

Best Alternatives
Context / RAM
Downloads
Likes
Mpt 7B Chat0K / 13.3 GB18663512
Mpt 7B Instruct0K / 13.3 GB8063468
Mpt 7B Int8 Ov0K / 0 GB100
Mpt 7B 8K Instruct0K / 13.3 GB132126
Sea Lion 7B Instruct Research0K / 15 GB4014
Results0K / 13.3 GB160
Mpt 7B 8K Chat Sharded Bf160K / 13.4 GB111
...7B 8K Instruct Peft Compatible0K / 13.3 GB181
Vigogne Mpt 7B Instruct0K / 13.4 GB170
...pt 7B Instruct Peft Compatible0K / 13.3 GB200
Note: green Score (e.g. "73.2") means that the model is better than aisingapore/sea-lion-7b-instruct.

Rank the Sea Lion 7B Instruct Capabilities

🆘 Have you tried this model? Rate its performance. This feedback would greatly assist ML community in identifying the most suitable model for their needs. Your contribution really does make a difference! 🌟

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 v20241217
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