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Llama3 8B Cpt Sea Lionv2.1 Instruct by aisingapore

 »  All LLMs  »  aisingapore  »  Llama3 8B Cpt Sea Lionv2.1 Instruct   URL Share it on

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  Arxiv:2306.05685   Arxiv:2309.06085   Arxiv:2311.07911   Autotrain compatible Base model:aisingapore/llama3-... Base model:finetune:aisingapor...   Conversational   En   Endpoints compatible   Id   Instruct   Llama   Region:us   Safetensors   Sharded   Ta   Tensorflow   Th   Vi
Model Card on HF 🤗: https://huggingface.co/aisingapore/llama3-8b-cpt-sea-lionv2.1-instruct 

Llama3 8B Cpt Sea Lionv2.1 Instruct Benchmarks

LLME Score: 0.22489
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
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Llama3 8B Cpt Sea Lionv2.1 Instruct Parameters and Internals

Model Type 
Decoder
Use Cases 
Areas:
research, commercial applications
Limitations:
can hallucinate, occasionally generates irrelevant content, potential inconsistencies in reasoning
Considerations:
Users should validate model responses for accuracy and relevance.
Supported Languages 
en (fluent), id (fluent), ta (fluent), th (fluent), vi (fluent)
Training Details 
Data Volume:
100,000 English instruction-completion pairs, 50,000 other ASEAN languages
Methodology:
Fine-tuned with additional supervised alignment using LoRA
Context Length:
8192
Hardware Used:
8x A100-40GB
Model Architecture:
Llama3 architecture
Input Output 
Input Format:
JSON structured prompt message format
Accepted Modalities:
text
Output Format:
Textual response
LLM NameLlama3 8B Cpt Sea Lionv2.1 Instruct
Repository 🤗https://huggingface.co/aisingapore/llama3-8b-cpt-sea-lionv2.1-instruct 
Base Model(s)  Llama3 8B Cpt Sea Lionv2 Base   aisingapore/llama3-8b-cpt-sea-lionv2-base
Model Size8b
Required VRAM16.1 GB
Updated2025-04-13
Maintaineraisingapore
Model Typellama
Instruction-BasedYes
Model Files  5.0 GB: 1-of-4   5.0 GB: 2-of-4   4.9 GB: 3-of-4   1.2 GB: 4-of-4
Supported Languagesen id ta th vi
Model ArchitectureLlamaForCausalLM
Licensellama3
Context Length8192
Model Max Length8192
Transformers Version4.44.0
Tokenizer ClassPreTrainedTokenizerFast
Padding Token<|eot_id|>
Vocabulary Size128256
Torch Data Typebfloat16
Llama3 8B Cpt Sea Lionv2.1 Instruct (aisingapore/llama3-8b-cpt-sea-lionv2.1-instruct)

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Note: green Score (e.g. "73.2") means that the model is better than aisingapore/llama3-8b-cpt-sea-lionv2.1-instruct.

Rank the Llama3 8B Cpt Sea Lionv2.1 Instruct 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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