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Vietnamese Llama2 7B 120GB by bkai-foundation-models

 »  All LLMs  »  bkai-foundation-models  »  Vietnamese Llama2 7B 120GB   URL Share it on

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  Arxiv:2309.09400   Arxiv:2403.01616   Autotrain compatible   Dataset:mc4   Dataset:pg19   Dataset:vietgpt/wikipedia vi   Dataset:wikipedia   En   Endpoints compatible   Llama   Region:us   Safetensors   Sharded   Tensorflow   Vi
Model Card on HF 🤗: https://huggingface.co/bkai-foundation-models/vietnamese-llama2-7b-120GB 

Vietnamese Llama2 7B 120GB Benchmarks

LLME Score: 0.12965
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Vietnamese Llama2 7B 120GB (bkai-foundation-models/vietnamese-llama2-7b-120GB)
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Vietnamese Llama2 7B 120GB Parameters and Internals

Model Type 
multilingual, text generation
Use Cases 
Areas:
research, commercial applications
Applications:
Vietnamese text generation, language modeling
Primary Use Cases:
General Vietnamese text understanding and generation
Supported Languages 
vi (high), en (moderate)
Training Details 
Data Sources:
vietgpt/wikipedia_vi, wikipedia, pg19, mc4, news corpus, vietnamese books, legal documents, stock news, Culturax-vi, Culturax-en
Data Volume:
124 GB (104 GB Vietnamese, 20 GB English)
Methodology:
Single-epoch continual pretraining on Llama2-7B; BFloat16 mixed precision; LoRA fine-tuning
Training Time:
4000 GPU hours over 40 days
Hardware Used:
DGX A100 system, 4 GPU A100
Input Output 
Accepted Modalities:
text
LLM NameVietnamese Llama2 7B 120GB
Repository 🤗https://huggingface.co/bkai-foundation-models/vietnamese-llama2-7b-120GB 
Model Size7b
Required VRAM13.7 GB
Updated2025-09-23
Maintainerbkai-foundation-models
Model Typellama
Model Files  10.0 GB: 1-of-2   3.7 GB: 2-of-2
Supported Languagesvi en
Gated ModelYes
Model ArchitectureLlamaForCausalLM
Licenseproprietary
Context Length2048
Model Max Length2048
Transformers Version4.31.0
Tokenizer ClassLlamaTokenizer
Beginning of Sentence Token<s>
End of Sentence Token</s>
Unk Token<unk>
Vocabulary Size45449
Torch Data Typebfloat16

Quantized Models of the Vietnamese Llama2 7B 120GB

Model
Likes
Downloads
VRAM
Vietnamese Llama2 7B 120GB02213 GB

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Note: green Score (e.g. "73.2") means that the model is better than bkai-foundation-models/vietnamese-llama2-7b-120GB.

Rank the Vietnamese Llama2 7B 120GB 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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