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Taiwan LLM 7B V2.0 Base by yentinglin

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Taiwan LLM 7B V2.0 Base is an open-source language model by yentinglin. Features: 7b LLM, VRAM: 13.5GB, Context: 4K, License: apache-2.0, LLM Explorer Score: 0.1.

  Arxiv:2311.17487   Autotrain compatible   Conversational   Endpoints compatible   Llama   Region:us   Safetensors   Sharded   Tensorflow   Zh
Model Card on HF 🤗: https://huggingface.co/yentinglin/Taiwan-LLM-7B-v2.0-base 

Taiwan LLM 7B V2.0 Base Benchmarks

LLME Score: 0.09938
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Taiwan LLM 7B V2.0 Base (yentinglin/Taiwan-LLM-7B-v2.0-base)
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Taiwan LLM 7B V2.0 Base Parameters and Internals

Model Type 
GPT-like, text generation
Use Cases 
Areas:
instruction-following, chat applications
Additional Notes 
Taiwan LLM is an advanced language model tailored for Traditional Chinese, focusing on the linguistic and cultural contexts of Taiwan. It excels in language understanding and generation, aligning closely with Taiwan's cultural nuances.
Supported Languages 
zh-tw (high)
Training Details 
Data Sources:
publicly available, synthetic datasets
Methodology:
Supervised Fine-Tuning
Model Architecture:
GPT-like
LLM NameTaiwan LLM 7B V2.0 Base
Repository 🤗https://huggingface.co/yentinglin/Taiwan-LLM-7B-v2.0-base 
Model Size7b
Required VRAM13.5 GB
Updated2025-09-23
Maintaineryentinglin
Model Typellama
Model Files  10.0 GB: 1-of-2   3.5 GB: 2-of-2
Supported Languageszh
Model ArchitectureLlamaForCausalLM
Licenseapache-2.0
Context Length4096
Model Max Length4096
Transformers Version4.34.0
Tokenizer ClassLlamaTokenizer
Padding Token<unk>
Vocabulary Size32000
Torch Data Typebfloat16

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Note: green Score (e.g. "73.2") means that the model is better than yentinglin/Taiwan-LLM-7B-v2.0-base.

Rank the Taiwan LLM 7B V2.0 Base Capabilities

🆘 Have you tried this model? Rate its performance. This feedback would greatly assist ML community in identifying the most suitable model for their needs. Your contribution really does make a difference! 🌟

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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