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Taiwan Inquiry 7B V2.0 by ChenWeiLi

 »  All LLMs  »  ChenWeiLi  »  Taiwan Inquiry 7B V2.0   URL Share it on

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  Autotrain compatible   Conversational   Doctor consultation   Endpoints compatible   Finetuned   Medicine   Mistral   Region:us   Safetensors   Sharded   Taiwan   Tensorflow   Zh
Model Card on HF 🤗: https://huggingface.co/ChenWeiLi/Taiwan-inquiry_7B_v2.0 

Taiwan Inquiry 7B V2.0 Benchmarks

LLME Score: 0.17034
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Taiwan Inquiry 7B V2.0 (ChenWeiLi/Taiwan-inquiry_7B_v2.0)

Taiwan Inquiry 7B V2.0 Parameters and Internals

Model Type 
text-generation
Use Cases 
Areas:
Doctor consultation, Taiwan, medicine
Primary Use Cases:
Engage in conversation as if it were a patient, Response based on brief patient background
Limitations:
Not medical advice
Supported Languages 
NLP (Traditional Chinese (zh-tw))
Training Details 
Data Sources:
614 authentic dialogues from the National Cheng Kung University Hospital, 336 synthetic dialogues, OSCE sample questions in Taiwan
Methodology:
The model was fine-tuned based on the Breeze-7B-Instruct-v0_1 model using synthetic dialogues generated using GPT-3.5, Gemini-Pro, and Breeze-8x7B-Instruct-v0_1.
Model Architecture:
GPT-like
Release Notes 
Version:
2.0
Date:
2024/03/23
Notes:
Released Taiwan-inquiry_7B_v2.0.gguf
LLM NameTaiwan Inquiry 7B V2.0
Repository 🤗https://huggingface.co/ChenWeiLi/Taiwan-inquiry_7B_v2.0 
Model Size7b
Required VRAM15 GB
Updated2025-02-22
MaintainerChenWeiLi
Model Typemistral
Model Files  5.0 GB: 1-of-4   4.9 GB: 2-of-4   4.6 GB: 3-of-4   0.5 GB: 4-of-4
Supported Languageszh
Model ArchitectureMistralForCausalLM
Licenseapache-2.0
Context Length32768
Model Max Length32768
Transformers Version4.37.2
Tokenizer ClassLlamaTokenizer
Padding Token</s>
Vocabulary Size61952
Torch Data Typebfloat16

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Note: green Score (e.g. "73.2") means that the model is better than ChenWeiLi/Taiwan-inquiry_7B_v2.0.

Rank the Taiwan Inquiry 7B V2.0 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  
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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241227
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