Taigi Llama 2 7B by Bohanlu

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  Arxiv:2403.12024   Autotrain compatible   Endpoints compatible   Llama   Region:us   Safetensors   Sharded   Tensorflow

Taigi Llama 2 7B Benchmarks

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

Taigi Llama 2 7B Parameters and Internals

Model Type 
Causal Language Modeling
Use Cases 
Areas:
Causal language modeling tasks in Taiwanese Hokkien
Applications:
Further fine-tuning on specific datasets for downstream tasks
Supported Languages 
primary (Taiwanese Hokkien (Hanzi and POJ)), additional_languages (:[), English and Mandarin Chinese due to prior pre-training. ()
Training Details 
Data Sources:
Web-scraped data in Taiwanese Hokkien
Data Volume:
78MB
Methodology:
Continued pre-training
Input Output 
Input Format:
Text
Accepted Modalities:
text
Output Format:
Text
LLM NameTaigi Llama 2 7B
Repository ๐Ÿค—https://huggingface.co/Bohanlu/Taigi-Llama-2-7B 
Model Size7b
Required VRAM13.9 GB
Updated2025-02-05
MaintainerBohanlu
Model Typellama
Model Files  5.0 GB: 1-of-3   4.9 GB: 2-of-3   4.0 GB: 3-of-3
Model ArchitectureLlamaForCausalLM
Licensecc-by-nc-sa-4.0
Context Length4096
Model Max Length4096
Transformers Version4.37.2
Tokenizer ClassLlamaTokenizer
Padding Token<pad>
Vocabulary Size56024
Torch Data Typebfloat16

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

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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  
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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241227