bert-turkish-disaster – AI Model by saribiyiko | AlphaNeural AI

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saribiyiko/
bert-turkish-disaster

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text-classification

disaster-response

dbmdz/bert-base-turkish-cased

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Turkish Disaster Tweet Classifier

Fine-tuned from dbmdz/bert-base-turkish-cased on a Turkish disaster-response tweet dataset (~30k samples).

Labels

ID	Label
0	SituationalUpdate
1	HelpRequest
2	Other
3	AidOffer
4	OfficialInformation
5	DamageReport

Usage

python

from transformers import pipeline

clf = pipeline("text-classification", model="saribiyiko/bert-turkish-disaster")
clf("Deprem bölgesinde çadır yardımı yapılıyor")

Training details

Base model: dbmdz/bert-base-turkish-cased
Max length: 128
Epochs: 3
Batch size: 32
Learning rate: 2e-5