medical_question_answerig_Qwen2.5-3B-Instruct_qlora

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This model answers users' medical questions in Persian.

Model Details

Model Description

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This model answers users' medical questions in Persian. The base model is the Qwen/Qwen2.5-3B-Instruct model, which is fine-tuned using the QLoRA method on the aictsharif/persian-med-qa dataset. Only the first 3000 data points are used in the fine-tuning. This is the model card of a 🤗 transformers model that has been pushed on the Hub. This model card has been automatically generated.

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Uses

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This model is designed to answer users' medical questions in Persian.

Direct Use

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Downstream Use [optional]

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Out-of-Scope Use

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Bias, Risks, and Limitations

This model is fine-tuned with limited data and may not provide adequate answers to some specialized questions.

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Recommendations

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How to Get Started with the Model

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Training Details

Training Data

aictsharif/persian-med-qa

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Training Procedure

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Preprocessing [optional]

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Training Hyperparameters

training_args = TrainingArguments( num_train_epochs=5, learning_rate=5e-4, per_device_train_batch_size=2, gradient_accumulation_steps=4, logging_steps=20, save_strategy="epoch", report_to="tensorboard", output_dir="/kaggle/working/", save_total_limit=3, fp16=True, bf16=False )

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Speeds, Sizes, Times [optional]

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Evaluation

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Testing Data, Factors & Metrics

Testing Data

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Factors

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Metrics

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Results

چگونه فشار خون را کنترل کنیم؟

کنترل فشار خون شامل تغییرات در رژیم غذایی، ورزش، کنترل استرس و در برخی موارد دارو است. برای کنترل فشار خون، می‌توان از رژیم غذایی سالم، ورزش منظم، کنترل استرس و در برخی موارد دارو استفاده کرد.

1. رژیم غذایی سالم: می‌توان از غ

سوال: علائم آنفولانزا چیست؟ جواب: علائم آنفولانزا شامل تب، سرفه، گلودنی چاقی، خستگی و درد مفاصل است. این علامت‌ها ممکن است بسیار شدید باشد. این بیماری معمولاً ۲ تا ۵ روز طول می‌کند. اگر علائم شدید یا استرس‌آور باشد، می‌تواند نیاز به مشاوره‌های پ

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Summary

Model Examination [optional]

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Environmental Impact

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Carbon emissions can be estimated using the Machine Learning Impact calculator presented in Lacoste et al. (2019).

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Technical Specifications [optional]

Model Architecture and Objective

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Software

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Citation [optional]

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Glossary [optional]

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