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Llama3 8B Cpt Sea Lionv2 Base by aisingapore

 »  All LLMs  »  aisingapore  »  Llama3 8B Cpt Sea Lionv2 Base   URL Share it on

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  Arxiv:2101.09635   Arxiv:2309.06085   Autotrain compatible Base model:finetune:meta-llama... Base model:meta-llama/meta-lla...   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-base 

Llama3 8B Cpt Sea Lionv2 Base Benchmarks

LLME Score: 0.20368
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Llama3 8B Cpt Sea Lionv2 Base (aisingapore/llama3-8b-cpt-sea-lionv2-base)

Llama3 8B Cpt Sea Lionv2 Base Parameters and Internals

Model Type 
Decoder
Additional Notes 
The model has not been aligned for safety. Developers and users should perform their own safety fine-tuning and related security measures.
Supported Languages 
en (English), id (Indonesian), th (Thai), vi (Vietnamese), ta (Tamil)
Training Details 
Data Sources:
Dolma RefinedWeb - English, Dolma C4 - English, Dolma Reddit - English, Dolma Semantic Scholar, Dolma arXiv, Dolma StarCoder, SEA-LION Pile - Indonesian, Wiki* - Indonesian, SEA-LION Pile - Tamil, Wiki* + News - Tamil, SEA-LION Pile - Thai, WangChanBERTa - Thai, Wiki* - Thai, SEA-LION Pile - Vietnamese, Wiki* - Vietnamese
Data Volume:
48 billion tokens
Methodology:
Continued pre-training from Meta-Llama-3-8B-Instruct
Training Time:
2 days
Hardware Used:
AWS EC2 p5d.24xlarge instances - 8, Nvidia H100 80GB GPU - 64
LLM NameLlama3 8B Cpt Sea Lionv2 Base
Repository 🤗https://huggingface.co/aisingapore/llama3-8b-cpt-sea-lionv2-base 
Base Model(s)  Meta Llama 3 8B Instruct   meta-llama/Meta-Llama-3-8B-Instruct
Model Size8b
Required VRAM16.1 GB
Updated2025-03-24
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 Version4.42.3
Tokenizer ClassPreTrainedTokenizerFast
Vocabulary Size128256
Torch Data Typebfloat16

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

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Release v20241227
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