Cantonese Llama 2 7B Preview20240625 by hon9kon9ize

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  Autotrain compatible Base model:finetune:meta-llama... Base model:meta-llama/llama-2-...   Cantonese   Endpoints compatible   Llama   Llama2   Powered by aws trainium   Region:us   Safetensors   Yue

Cantonese Llama 2 7B Preview20240625 Benchmarks

nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Cantonese Llama 2 7B Preview20240625 (hon9kon9ize/Cantonese-Llama-2-7B-preview20240625)

Cantonese Llama 2 7B Preview20240625 Parameters and Internals

Model Type 
text generation
Use Cases 
Areas:
research, commercial applications
Limitations:
inaccurate outputs, hallucinatory outputs, potentially offensive outputs
Considerations:
Please be advised that this version of the Cantonese LLM is a **preview**.
Additional Notes 
This model is a preview version, meaning that outputs may vary and include potentially offensive content.
Supported Languages 
yue (Cantonese - full proficiency)
Training Details 
Hardware Used:
Amazon HyperPod, AWS Trainium chips
Model Architecture:
Llama-2 7B
LLM NameCantonese Llama 2 7B Preview20240625
Repository ๐Ÿค—https://huggingface.co/hon9kon9ize/Cantonese-Llama-2-7B-preview20240625 
Base Model(s)  Llama 2 7B   meta-llama/Llama-2-7b
Model Size7b
Required VRAM13.5 GB
Updated2025-02-22
Maintainerhon9kon9ize
Model Typellama
Model Files  13.5 GB
Model ArchitectureLlamaForCausalLM
Licensecc-by-sa-4.0
Context Length4096
Model Max Length4096
Transformers Version4.31.0
Tokenizer ClassLlamaTokenizer
Beginning of Sentence Token<s>
End of Sentence Token</s>
Unk Token<unk>
Vocabulary Size32000
Torch Data Typefloat16

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Note: green Score (e.g. "73.2") means that the model is better than hon9kon9ize/Cantonese-Llama-2-7B-preview20240625.

Rank the Cantonese Llama 2 7B Preview20240625 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 v20241227