Llama 2 7B Vietnamese 20K GPTQ by TheBloke

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  4-bit   Autotrain compatible Base model:ngoan/llama-2-7b-vi... Base model:quantized:ngoan/lla...   Gptq   Llama   Llama-2-7b   Llama2   Llama2-vietnamese   Quantized   Region:us   Safetensors   Vietnamese

Llama 2 7B Vietnamese 20K GPTQ Benchmarks

nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Llama 2 7B Vietnamese 20K GPTQ (TheBloke/Llama-2-7B-vietnamese-20k-GPTQ)
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Llama 2 7B Vietnamese 20K GPTQ Parameters and Internals

Model Type 
text-generation, llama
Use Cases 
Areas:
Research, Development, Language modeling
Applications:
Generating Vietnamese text, Understanding Vietnamese language performance
Primary Use Cases:
Text generation in Vietnamese
Limitations:
Relatively small dataset, Preliminary model
Considerations:
Not for mission-critical applications
Additional Notes 
Preliminary model with plans for refined versions.
Supported Languages 
Vietnamese (Proficient)
Training Details 
Data Sources:
Vietnamese instructions dataset
Data Volume:
20,000 instruction samples
Model Architecture:
Llama 2 7B
LLM NameLlama 2 7B Vietnamese 20K GPTQ
Repository ๐Ÿค—https://huggingface.co/TheBloke/Llama-2-7B-vietnamese-20k-GPTQ 
Model NameLlama 2 7B Vietnamese 20K
Model CreatorPham Van Ngoan
Base Model(s)  ngoantech/Llama-2-7b-vietnamese-20k   ngoantech/Llama-2-7b-vietnamese-20k
Model Size7b
Required VRAM3.9 GB
Updated2025-09-23
MaintainerTheBloke
Model Typellama
Model Files  3.9 GB
GPTQ QuantizationYes
Quantization Typegptq
Model ArchitectureLlamaForCausalLM
Licensellama2
Context Length4096
Model Max Length4096
Transformers Version4.34.0
Tokenizer ClassLlamaTokenizer
Beginning of Sentence Token<s>
End of Sentence Token</s>
Unk Token<unk>
Vocabulary Size32000
Torch Data Typefloat16

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Yarn Llama 2 7B 128K GPTQ128K / 3.9 GB117
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Note: green Score (e.g. "73.2") means that the model is better than TheBloke/Llama-2-7B-vietnamese-20k-GPTQ.

Rank the Llama 2 7B Vietnamese 20K GPTQ 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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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241124