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Yi 1.5 6B Yue Vocab Expanded by hon9kon9ize

 »  All LLMs  »  hon9kon9ize  »  Yi 1.5 6B Yue Vocab Expanded   URL Share it on

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  Autotrain compatible   Base model:01-ai/yi-1.5-6b Base model:finetune:01-ai/yi-1...   Conversational   Endpoints compatible   Freeze   Generated from trainer   Llama   Llama-factory   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/hon9kon9ize/yi-1.5-6b-yue-vocab-expanded 

Yi 1.5 6B Yue Vocab Expanded Benchmarks

LLME Score: 0.18547
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Yi 1.5 6B Yue Vocab Expanded (hon9kon9ize/yi-1.5-6b-yue-vocab-expanded)

Yi 1.5 6B Yue Vocab Expanded Parameters and Internals

Model Type 
llama-factory, freeze, generated_from_trainer
Use Cases 
Areas:
Cantonese language applications
Additional Notes 
The model has not been continued pre-trained, making further pre-training not recommended.
Training Details 
Data Sources:
Cantonese dataset
Data Volume:
300m tokens
Methodology:
fine-tuning with layers freezing and new vocab embedding
LLM NameYi 1.5 6B Yue Vocab Expanded
Repository 🤗https://huggingface.co/hon9kon9ize/yi-1.5-6b-yue-vocab-expanded 
Base Model(s)  01-ai/Yi-1.5-6B   01-ai/Yi-1.5-6B
Model Size6b
Required VRAM12.1 GB
Updated2025-02-22
Maintainerhon9kon9ize
Model Typellama
Model Files  0.5 GB   4.9 GB: 1-of-3   5.0 GB: 2-of-3   2.2 GB: 3-of-3   0.5 GB   0.0 GB
Model ArchitectureLlamaForCausalLM
Licenseother
Context Length4096
Model Max Length4096
Transformers Version4.41.2
Tokenizer ClassLlamaTokenizer
Padding Token<unk>
Vocabulary Size64960
Torch Data Typebfloat16

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Rank the Yi 1.5 6B Yue Vocab Expanded 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 v20241227
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