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README.md

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+---
+language: tr
+library_name: transformers
+license: mit
+tags:
+  - text-classification
+  - bert
+  - turkish
+---
+
+# BERT Din Kültürü Modeli (PyTorch)
+Bu model, TensorFlow tabanlı `bert_din_kulturu_6` modelinin PyTorch formatına dönüştürülmüş versiyonudur.
+
+## Model Performansı
+Bu model, `dbmdz/bert-base-turkish-cased` modelinin `bert_din_kulturu_6` verisiyle eğitilmiş halidir.
+Aşağıdaki sonuçları elde etmiştir:
+
+- **Train Loss:** 0.2283
+- **Train Accuracy:** 0.9475
+- **Validation Loss:** 0.1557
+- **Validation Accuracy:** 0.9614
+- **Epochs:** 11
+
+## Kullanım
+Hugging Face `transformers` kütüphanesi ile kolayca kullanabilirsiniz:
+```python
+from transformers import AutoModelForSequenceClassification, AutoTokenizer
+
+tokenizer = AutoTokenizer.from_pretrained("umutarpayy/bert_din_kulturu_6-pytorch")
+model = AutoModelForSequenceClassification.from_pretrained("umutarpayy/bert_din_kulturu_6-pytorch")
+```
+
+## Eğitim Verisi
+Bu model, özel bir veri seti ile eğitilmiştir. Detaylar aşağıdadır:
+
+| Train Loss | Train Accuracy | Validation Loss | Validation Accuracy | Epoch |
+|------------|---------------|----------------|----------------------|-------|
+| 3.0220    | 0.2760        | 1.7334         | 0.5717               | 0     |
+| 1.5144    | 0.5985        | 1.1455         | 0.6699               | 1     |
+| 1.1069    | 0.6872        | 0.8943         | 0.7295               | 2     |
+| 0.8911    | 0.7434        | 0.6902         | 0.7931               | 3     |
+| 0.7160    | 0.7937        | 0.5481         | 0.8486               | 4     |
+| 0.5892    | 0.8327        | 0.4402         | 0.8744               | 5     |
+| 0.4838    | 0.8665        | 0.3478         | 0.9010               | 6     |
+| 0.4034    | 0.8944        | 0.2653         | 0.9300               | 7     |
+| 0.3421    | 0.9069        | 0.2125         | 0.9436               | 8     |
+| 0.2890    | 0.9263        | 0.1814         | 0.9549               | 9     |
+| 0.2487    | 0.9384        | 0.1629         | 0.9589               | 10    |
+| 0.2283    | 0.9475        | 0.1557         | 0.9614               | 11    |
+
+## Eğitim Yöntemi ve Parametreler
+- **Optimizer:** Adam
+- **Learning Rate:** 2e-5 (Polynomial Decay)
+- **Beta1:** 0.9
+- **Beta2:** 0.999
+- **Epsilon:** 1e-8
+- **Training Precision:** float32
+
+## Framework Sürümleri
+- **Transformers:** 4.47.1
+- **TensorFlow:** 2.17.1
+- **Datasets:** 3.2.0
+- **Tokenizers:** 0.21.0
+
+## Lisans
+Bu model, MIT lisansına tabidir.

config.json

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+{
+  "_name_or_path": "umutarpayy/bert_fen_6",
+  "architectures": [
+    "BertForSequenceClassification"
+  ],
+  "attention_probs_dropout_prob": 0.1,
+  "classifier_dropout": null,
+  "hidden_act": "gelu",
+  "hidden_dropout_prob": 0.1,
+  "hidden_size": 768,
+  "id2label": {
+    "0": "F.6.1.1.1. G\u00fcne\u015f sistemindeki gezegenleri birbirleri ile kar\u015f\u0131la\u015ft\u0131r\u0131r.",
+    "1": "F.6.1.1.2. G\u00fcne\u015f sistemindeki gezegenleri, G\u00fcne\u015f\u2019e yak\u0131nl\u0131klar\u0131na g\u00f6re s\u0131ralayarak bir model olu\u015fturur.",
+    "2": "F.6.1.2.1.G\u00fcne\u015f tutulmas\u0131n\u0131n nas\u0131l olu\u015ftu\u011funu tahmin eder.",
+    "3": "F.6.1.2.2. Ay tutulmas\u0131n\u0131n nas\u0131l olu\u015ftu\u011funu tahmin eder.",
+    "4": "F.6.1.2.3. G\u00fcne\u015f ve Ay tutulmas\u0131n\u0131 temsil eden bir model olu\u015fturur.",
+    "5": "F.6.2.1.1. Destek ve hareket sistemine ait yap\u0131lar\u0131 \u00f6rneklerle a\u00e7\u0131klar.",
+    "6": "F.6.2.2.1. Sindirim sistemini olu\u015fturan yap\u0131 ve organlar\u0131n g\u00f6revlerini modeller kullanarak a\u00e7\u0131klar.",
+    "7": "F.6.2.2.2. Besinlerin kana ge\u00e7ebilmesi i\u00e7in fiziksel (mekanik) ve kimyasal sindirime u\u011framas\u0131 gerekti\u011fi \u00e7\u0131kar\u0131m\u0131n\u0131 yapar.",
+    "8": "F.6.2.2.3. Sindirime yard\u0131mc\u0131 organlar\u0131n g\u00f6revlerini a\u00e7\u0131klar.",
+    "9": "F.6.2.3.1. Dola\u015f\u0131m sistemini olu\u015fturan yap\u0131 ve organlar\u0131n g\u00f6revlerini model kullanarak a\u00e7\u0131klar.",
+    "10": "F.6.2.3.2. B\u00fcy\u00fck ve k\u00fc\u00e7\u00fck kan dola\u015f\u0131m\u0131n\u0131 \u015fema \u00fczerinde inceleyerek bunlar\u0131n g\u00f6revlerini a\u00e7\u0131klar.",
+    "11": "F.6.2.3.3. Kan\u0131n yap\u0131s\u0131n\u0131 ve g\u00f6revlerini tan\u0131mlar.",
+    "12": "F.6.2.3.4. Kan gruplar\u0131 aras\u0131ndaki kan al\u0131\u015fveri\u015fini ifade eder.",
+    "13": "F.6.2.3.5. Kan ba\u011f\u0131\u015f\u0131n\u0131n toplum a\u00e7\u0131s\u0131ndan \u00f6nemini de\u011ferlendirir.",
+    "14": "F.6.2.4.1. Solunum sistemini olu\u015fturan yap\u0131 ve organlar\u0131n g\u00f6revlerini modeller kullanarak a\u00e7\u0131klar.",
+    "15": "F.6.2.5.1. Bo\u015falt\u0131m sistemini olu\u015fturan yap\u0131 ve organlar\u0131 model \u00fczerinde g\u00f6stererek g\u00f6revlerini a\u00e7\u0131klar.",
+    "16": "F.6.3.1.1. Bir cisme etki eden kuvvetin y\u00f6n\u00fcn\u00fc, do\u011frultusunu ve b\u00fcy\u00fckl\u00fc\u011f\u00fcn\u00fc \u00e7izerek g\u00f6sterir.",
+    "17": "F.6.3.1.2. Bir cisme etki eden birden fazla kuvveti deneyerek g\u00f6zlemler.",
+    "18": "F.6.3.1.3. Dengelenmi\u015f ve dengelenmemi\u015f kuvvetleri, cisimlerin hareket durumlar\u0131n\u0131 g\u00f6zlemleyerek kar\u015f\u0131la\u015ft\u0131r\u0131r.",
+    "19": "F.6.3.2.1. S\u00fcrati tan\u0131mlar ve birimini ifade eder.",
+    "20": "F.6.3.2.2. Yol, zaman ve s\u00fcrat aras\u0131ndaki ili\u015fkiyi grafik \u00fczerinde g\u00f6sterir.",
+    "21": "F.6.4.1.1. Maddelerin; tanecikli, bo\u015fluklu ve hareketli yap\u0131da oldu\u011funu ifade eder.",
+    "22": "F.6.4.1.2. H\u00e2l de\u011fi\u015fimine ba\u011fl\u0131 olarak maddenin tanecikleri aras\u0131ndaki bo\u015fluk ve taneciklerin hareketlili\u011finin de\u011fi\u015fti\u011fini deney yaparak kar\u015f\u0131la\u015ft\u0131r\u0131r.",
+    "23": "F.6.4.2.1. Yo\u011funlu\u011fu tan\u0131mlar.",
+    "24": "F.6.4.2.2. Tasarlad\u0131\u011f\u0131 deneyler sonucunda \u00e7e\u015fitli maddelerin yo\u011funluklar\u0131n\u0131 hesaplar.",
+    "25": "F.6.4.2.3. Birbiri i\u00e7inde \u00e7\u00f6z\u00fcnmeyen s\u0131v\u0131lar\u0131n yo\u011funluklar\u0131n\u0131 deney yaparak kar\u015f\u0131la\u015ft\u0131r\u0131r.",
+    "26": "F.6.4.2.4. Suyun kat\u0131 ve s\u0131v\u0131 h\u00e2llerine ait yo\u011funluklar\u0131 kar\u015f\u0131la\u015ft\u0131rarak bu durumun canl\u0131lar i\u00e7in \u00f6nemini tart\u0131\u015f\u0131r.",
+    "27": "F.6.4.3.1. Maddeleri, \u0131s\u0131 iletimi bak\u0131m\u0131ndan s\u0131n\u0131fland\u0131r\u0131r.",
+    "28": "F.6.4.3.2. Binalarda kullan\u0131lan \u0131s\u0131 yal\u0131t\u0131m malzemelerinin se\u00e7ilme \u00f6l\u00e7\u00fctlerini belirler.",
+    "29": "F.6.4.3.3. Alternatif \u0131s\u0131 yal\u0131t\u0131m malzemeleri geli\u015ftirir.",
+    "30": "F.6.4.3.4. Binalarda \u0131s\u0131 yal\u0131t\u0131m\u0131n\u0131n \u00f6nemini, aile ve \u00fclke ekonomisi ve kaynaklar\u0131n etkili kullan\u0131m\u0131 bak\u0131m\u0131ndan tart\u0131\u015f\u0131r.",
+    "31": "F.6.4.4.1. Yak\u0131tlar\u0131, kat\u0131, s\u0131v\u0131 ve gaz yak\u0131tlar olarak s\u0131n\u0131fland\u0131r\u0131p yayg\u0131n \u015fekilde kullan\u0131lan yak\u0131tlara \u00f6rnekler verir.",
+    "32": "F.6.4.4.2. Farkl\u0131 t\u00fcrdeki yak\u0131tlar\u0131n \u0131s\u0131 ama\u00e7l\u0131 kullan\u0131m\u0131n\u0131n, insan ve \u00e7evre \u00fczerine etkilerini tart\u0131\u015f\u0131r.",
+    "33": "F.6.4.4.3. Soba ve do\u011fal gaz zehirlenmeleri ile ilgili al\u0131nmas\u0131 gereken tedbirleri ara\u015ft\u0131r\u0131r ve rapor eder.",
+    "34": "F.6.5.1.1. Sesin yay\u0131labildi\u011fi ortamlar\u0131 tahmin eder ve tahminlerini test eder.",
+    "35": "F.6.5.2.1. Ses kayna\u011f\u0131n\u0131n de\u011fi\u015fmesiyle seslerin farkl\u0131 i\u015fitildi\u011fini deneyerek ke\u015ffeder.",
+    "36": "F.6.5.2.2. Sesin yay\u0131ld\u0131\u011f\u0131 ortam\u0131n de\u011fi\u015fmesiyle farkl\u0131 i\u015fitildi\u011fini deneyerek ke\u015ffeder.",
+    "37": "F.6.5.3.1. Sesin farkl\u0131 ortamlardaki s\u00fcratini kar\u015f\u0131la\u015ft\u0131r\u0131r.",
+    "38": "F.6.5.4.1. Sesin yans\u0131ma ve so\u011furulmas\u0131na \u00f6rnekler verir.",
+    "39": "F.6.5.4.2. Sesin yay\u0131lmas\u0131n\u0131 \u00f6nlemeye y\u00f6nelik tahminlerde bulunur ve tahminlerini test eder.",
+    "40": "F.6.5.4.3. Ses yal\u0131t\u0131m\u0131n\u0131n \u00f6nemini a\u00e7\u0131klar.",
+    "41": "F.6.5.4.4. Akustik uygulamalar\u0131na \u00f6rnekler verir.",
+    "42": "F.6.5.4.5. Sesin yal\u0131t\u0131m\u0131 veya akustik uygulamalar\u0131na \u00f6rnek te\u015fkil edecek ortam tasar\u0131m\u0131 yapar.",
+    "43": "F.6.6.1.1. Sinir sistemini, merkez\u00ee ve \u00e7evresel sinir sisteminin g\u00f6revlerini model \u00fczerinde a\u00e7\u0131klar.",
+    "44": "F.6.6.1.2. \u0130\u00e7 salg\u0131 bezlerinin v\u00fccut i\u00e7in \u00f6nemini fark eder.",
+    "45": "F.6.6.1.3. \u00c7ocukluktan ergenli\u011fe ge\u00e7i\u015fte olu\u015fan bedensel ve ruhsal de\u011fi\u015fimleri a\u00e7\u0131klar.",
+    "46": "F.6.6.1.4. Ergenlik d\u00f6neminin sa\u011fl\u0131kl\u0131 bir \u015fekilde ge\u00e7irilebilmesi i\u00e7in nelerin yap\u0131labilece\u011fini, ara\u015ft\u0131rma verilerine dayal\u0131 olarak tart\u0131\u015f\u0131r.",
+    "47": "F.6.6.1.5. Denetleyici ve d\u00fczenleyici sistemlerin v\u00fccudumuzdaki di\u011fer sistemlerin d\u00fczenli ve e\u015f g\u00fcd\u00fcml\u00fc \u00e7al\u0131\u015f- mas\u0131na olan etkisini tart\u0131\u015f\u0131r.",
+    "48": "F.6.6.2.1. Duyu organlar\u0131na ait yap\u0131lar\u0131 model \u00fczerinde g\u00f6stererek a\u00e7\u0131klar.",
+    "49": "F.6.6.2.2. Koku alma ve tat alma duyular\u0131 aras\u0131ndaki ili\u015fkiyi, tasarlad\u0131\u011f\u0131 bir deneyle g\u00f6sterir.",
+    "50": "F.6.6.2.3. Duyu organlar\u0131ndaki kusurlara ve bu kusurlar\u0131n giderilmesinde kullan\u0131lan teknolojilere \u00f6rnekler verir.",
+    "51": "F.6.6.2.4. Duyu organlar\u0131n\u0131n sa\u011fl\u0131\u011f\u0131n\u0131 korumak i\u00e7in al\u0131nmas\u0131 gereken tedbirleri tart\u0131\u015f\u0131r.",
+    "52": "F.6.6.3.1. Sistemlerin sa\u011fl\u0131\u011f\u0131 i\u00e7in yap\u0131lmas\u0131 gerekenleri ara\u015ft\u0131rma verilerine dayal\u0131 olarak tart\u0131\u015f\u0131r.",
+    "53": "F.6.6.3.2. Organ ba\u011f\u0131\u015f\u0131n\u0131n toplumsal dayan\u0131\u015fma a\u00e7\u0131s\u0131ndan \u00f6nemini kavrar.",
+    "54": "F.6.7.1.1. Tasarlad\u0131\u011f\u0131 elektrik devresini kullanarak maddeleri, elektri\u011fi iletme durumlar\u0131na g\u00f6re s\u0131n\u0131fland\u0131r\u0131r.",
+    "55": "F.6.7.1.2. Maddelerin elektriksel iletkenlik ve yal\u0131tkanl\u0131k \u00f6zelliklerinin g\u00fcnl\u00fck ya\u015famda hangi ama\u00e7lar i\u00e7in kullan\u0131ld\u0131\u011f\u0131n\u0131 \u00f6rneklerle a\u00e7\u0131klar.",
+    "56": "F.6.7.2.1. Bir elektrik devresindeki ampul\u00fcn parlakl\u0131\u011f\u0131n\u0131n ba\u011fl\u0131 oldu\u011fu de\u011fi\u015fkenleri tahmin eder ve tahminlerini deneyerek test eder.",
+    "57": "F.6.7.2.2. Elektriksel direnci tan\u0131mlar.",
+    "58": "F.6.7.2.3. Ampul\u00fcn i\u00e7indeki telin bir direncinin oldu\u011funu fark eder."
+  },
+  "initializer_range": 0.02,
+  "intermediate_size": 3072,
+  "label2id": {
+    "F.6.1.1.1. G\u00fcne\u015f sistemindeki gezegenleri birbirleri ile kar\u015f\u0131la\u015ft\u0131r\u0131r.": 0,
+    "F.6.1.1.2. G\u00fcne\u015f sistemindeki gezegenleri, G\u00fcne\u015f\u2019e yak\u0131nl\u0131klar\u0131na g\u00f6re s\u0131ralayarak bir model olu\u015fturur.": 1,
+    "F.6.1.2.1.G\u00fcne\u015f tutulmas\u0131n\u0131n nas\u0131l olu\u015ftu\u011funu tahmin eder.": 2,
+    "F.6.1.2.2. Ay tutulmas\u0131n\u0131n nas\u0131l olu\u015ftu\u011funu tahmin eder.": 3,
+    "F.6.1.2.3. G\u00fcne\u015f ve Ay tutulmas\u0131n\u0131 temsil eden bir model olu\u015fturur.": 4,
+    "F.6.2.1.1. Destek ve hareket sistemine ait yap\u0131lar\u0131 \u00f6rneklerle a\u00e7\u0131klar.": 5,
+    "F.6.2.2.1. Sindirim sistemini olu\u015fturan yap\u0131 ve organlar\u0131n g\u00f6revlerini modeller kullanarak a\u00e7\u0131klar.": 6,
+    "F.6.2.2.2. Besinlerin kana ge\u00e7ebilmesi i\u00e7in fiziksel (mekanik) ve kimyasal sindirime u\u011framas\u0131 gerekti\u011fi \u00e7\u0131kar\u0131m\u0131n\u0131 yapar.": 7,
+    "F.6.2.2.3. Sindirime yard\u0131mc\u0131 organlar\u0131n g\u00f6revlerini a\u00e7\u0131klar.": 8,
+    "F.6.2.3.1. Dola\u015f\u0131m sistemini olu\u015fturan yap\u0131 ve organlar\u0131n g\u00f6revlerini model kullanarak a\u00e7\u0131klar.": 9,
+    "F.6.2.3.2. B\u00fcy\u00fck ve k\u00fc\u00e7\u00fck kan dola\u015f\u0131m\u0131n\u0131 \u015fema \u00fczerinde inceleyerek bunlar\u0131n g\u00f6revlerini a\u00e7\u0131klar.": 10,
+    "F.6.2.3.3. Kan\u0131n yap\u0131s\u0131n\u0131 ve g\u00f6revlerini tan\u0131mlar.": 11,
+    "F.6.2.3.4. Kan gruplar\u0131 aras\u0131ndaki kan al\u0131\u015fveri\u015fini ifade eder.": 12,
+    "F.6.2.3.5. Kan ba\u011f\u0131\u015f\u0131n\u0131n toplum a\u00e7\u0131s\u0131ndan \u00f6nemini de\u011ferlendirir.": 13,
+    "F.6.2.4.1. Solunum sistemini olu\u015fturan yap\u0131 ve organlar\u0131n g\u00f6revlerini modeller kullanarak a\u00e7\u0131klar.": 14,
+    "F.6.2.5.1. Bo\u015falt\u0131m sistemini olu\u015fturan yap\u0131 ve organlar\u0131 model \u00fczerinde g\u00f6stererek g\u00f6revlerini a\u00e7\u0131klar.": 15,
+    "F.6.3.1.1. Bir cisme etki eden kuvvetin y\u00f6n\u00fcn\u00fc, do\u011frultusunu ve b\u00fcy\u00fckl\u00fc\u011f\u00fcn\u00fc \u00e7izerek g\u00f6sterir.": 16,
+    "F.6.3.1.2. Bir cisme etki eden birden fazla kuvveti deneyerek g\u00f6zlemler.": 17,
+    "F.6.3.1.3. Dengelenmi\u015f ve dengelenmemi\u015f kuvvetleri, cisimlerin hareket durumlar\u0131n\u0131 g\u00f6zlemleyerek kar\u015f\u0131la\u015ft\u0131r\u0131r.": 18,
+    "F.6.3.2.1. S\u00fcrati tan\u0131mlar ve birimini ifade eder.": 19,
+    "F.6.3.2.2. Yol, zaman ve s\u00fcrat aras\u0131ndaki ili\u015fkiyi grafik \u00fczerinde g\u00f6sterir.": 20,
+    "F.6.4.1.1. Maddelerin; tanecikli, bo\u015fluklu ve hareketli yap\u0131da oldu\u011funu ifade eder.": 21,
+    "F.6.4.1.2. H\u00e2l de\u011fi\u015fimine ba\u011fl\u0131 olarak maddenin tanecikleri aras\u0131ndaki bo\u015fluk ve taneciklerin hareketlili\u011finin de\u011fi\u015fti\u011fini deney yaparak kar\u015f\u0131la\u015ft\u0131r\u0131r.": 22,
+    "F.6.4.2.1. Yo\u011funlu\u011fu tan\u0131mlar.": 23,
+    "F.6.4.2.2. Tasarlad\u0131\u011f\u0131 deneyler sonucunda \u00e7e\u015fitli maddelerin yo\u011funluklar\u0131n\u0131 hesaplar.": 24,
+    "F.6.4.2.3. Birbiri i\u00e7inde \u00e7\u00f6z\u00fcnmeyen s\u0131v\u0131lar\u0131n yo\u011funluklar\u0131n\u0131 deney yaparak kar\u015f\u0131la\u015ft\u0131r\u0131r.": 25,
+    "F.6.4.2.4. Suyun kat\u0131 ve s\u0131v\u0131 h\u00e2llerine ait yo\u011funluklar\u0131 kar\u015f\u0131la\u015ft\u0131rarak bu durumun canl\u0131lar i\u00e7in \u00f6nemini tart\u0131\u015f\u0131r.": 26,
+    "F.6.4.3.1. Maddeleri, \u0131s\u0131 iletimi bak\u0131m\u0131ndan s\u0131n\u0131fland\u0131r\u0131r.": 27,
+    "F.6.4.3.2. Binalarda kullan\u0131lan \u0131s\u0131 yal\u0131t\u0131m malzemelerinin se\u00e7ilme \u00f6l\u00e7\u00fctlerini belirler.": 28,
+    "F.6.4.3.3. Alternatif \u0131s\u0131 yal\u0131t\u0131m malzemeleri geli\u015ftirir.": 29,
+    "F.6.4.3.4. Binalarda \u0131s\u0131 yal\u0131t\u0131m\u0131n\u0131n \u00f6nemini, aile ve \u00fclke ekonomisi ve kaynaklar\u0131n etkili kullan\u0131m\u0131 bak\u0131m\u0131ndan tart\u0131\u015f\u0131r.": 30,
+    "F.6.4.4.1. Yak\u0131tlar\u0131, kat\u0131, s\u0131v\u0131 ve gaz yak\u0131tlar olarak s\u0131n\u0131fland\u0131r\u0131p yayg\u0131n \u015fekilde kullan\u0131lan yak\u0131tlara \u00f6rnekler verir.": 31,
+    "F.6.4.4.2. Farkl\u0131 t\u00fcrdeki yak\u0131tlar\u0131n \u0131s\u0131 ama\u00e7l\u0131 kullan\u0131m\u0131n\u0131n, insan ve \u00e7evre \u00fczerine etkilerini tart\u0131\u015f\u0131r.": 32,
+    "F.6.4.4.3. Soba ve do\u011fal gaz zehirlenmeleri ile ilgili al\u0131nmas\u0131 gereken tedbirleri ara\u015ft\u0131r\u0131r ve rapor eder.": 33,
+    "F.6.5.1.1. Sesin yay\u0131labildi\u011fi ortamlar\u0131 tahmin eder ve tahminlerini test eder.": 34,
+    "F.6.5.2.1. Ses kayna\u011f\u0131n\u0131n de\u011fi\u015fmesiyle seslerin farkl\u0131 i\u015fitildi\u011fini deneyerek ke\u015ffeder.": 35,
+    "F.6.5.2.2. Sesin yay\u0131ld\u0131\u011f\u0131 ortam\u0131n de\u011fi\u015fmesiyle farkl\u0131 i\u015fitildi\u011fini deneyerek ke\u015ffeder.": 36,
+    "F.6.5.3.1. Sesin farkl\u0131 ortamlardaki s\u00fcratini kar\u015f\u0131la\u015ft\u0131r\u0131r.": 37,
+    "F.6.5.4.1. Sesin yans\u0131ma ve so\u011furulmas\u0131na \u00f6rnekler verir.": 38,
+    "F.6.5.4.2. Sesin yay\u0131lmas\u0131n\u0131 \u00f6nlemeye y\u00f6nelik tahminlerde bulunur ve tahminlerini test eder.": 39,
+    "F.6.5.4.3. Ses yal\u0131t\u0131m\u0131n\u0131n \u00f6nemini a\u00e7\u0131klar.": 40,
+    "F.6.5.4.4. Akustik uygulamalar\u0131na \u00f6rnekler verir.": 41,
+    "F.6.5.4.5. Sesin yal\u0131t\u0131m\u0131 veya akustik uygulamalar\u0131na \u00f6rnek te\u015fkil edecek ortam tasar\u0131m\u0131 yapar.": 42,
+    "F.6.6.1.1. Sinir sistemini, merkez\u00ee ve \u00e7evresel sinir sisteminin g\u00f6revlerini model \u00fczerinde a\u00e7\u0131klar.": 43,
+    "F.6.6.1.2. \u0130\u00e7 salg\u0131 bezlerinin v\u00fccut i\u00e7in \u00f6nemini fark eder.": 44,
+    "F.6.6.1.3. \u00c7ocukluktan ergenli\u011fe ge\u00e7i\u015fte olu\u015fan bedensel ve ruhsal de\u011fi\u015fimleri a\u00e7\u0131klar.": 45,
+    "F.6.6.1.4. Ergenlik d\u00f6neminin sa\u011fl\u0131kl\u0131 bir \u015fekilde ge\u00e7irilebilmesi i\u00e7in nelerin yap\u0131labilece\u011fini, ara\u015ft\u0131rma verilerine dayal\u0131 olarak tart\u0131\u015f\u0131r.": 46,
+    "F.6.6.1.5. Denetleyici ve d\u00fczenleyici sistemlerin v\u00fccudumuzdaki di\u011fer sistemlerin d\u00fczenli ve e\u015f g\u00fcd\u00fcml\u00fc \u00e7al\u0131\u015f- mas\u0131na olan etkisini tart\u0131\u015f\u0131r.": 47,
+    "F.6.6.2.1. Duyu organlar\u0131na ait yap\u0131lar\u0131 model \u00fczerinde g\u00f6stererek a\u00e7\u0131klar.": 48,
+    "F.6.6.2.2. Koku alma ve tat alma duyular\u0131 aras\u0131ndaki ili\u015fkiyi, tasarlad\u0131\u011f\u0131 bir deneyle g\u00f6sterir.": 49,
+    "F.6.6.2.3. Duyu organlar\u0131ndaki kusurlara ve bu kusurlar\u0131n giderilmesinde kullan\u0131lan teknolojilere \u00f6rnekler verir.": 50,
+    "F.6.6.2.4. Duyu organlar\u0131n\u0131n sa\u011fl\u0131\u011f\u0131n\u0131 korumak i\u00e7in al\u0131nmas\u0131 gereken tedbirleri tart\u0131\u015f\u0131r.": 51,
+    "F.6.6.3.1. Sistemlerin sa\u011fl\u0131\u011f\u0131 i\u00e7in yap\u0131lmas\u0131 gerekenleri ara\u015ft\u0131rma verilerine dayal\u0131 olarak tart\u0131\u015f\u0131r.": 52,
+    "F.6.6.3.2. Organ ba\u011f\u0131\u015f\u0131n\u0131n toplumsal dayan\u0131\u015fma a\u00e7\u0131s\u0131ndan \u00f6nemini kavrar.": 53,
+    "F.6.7.1.1. Tasarlad\u0131\u011f\u0131 elektrik devresini kullanarak maddeleri, elektri\u011fi iletme durumlar\u0131na g\u00f6re s\u0131n\u0131fland\u0131r\u0131r.": 54,
+    "F.6.7.1.2. Maddelerin elektriksel iletkenlik ve yal\u0131tkanl\u0131k \u00f6zelliklerinin g\u00fcnl\u00fck ya\u015famda hangi ama\u00e7lar i\u00e7in kullan\u0131ld\u0131\u011f\u0131n\u0131 \u00f6rneklerle a\u00e7\u0131klar.": 55,
+    "F.6.7.2.1. Bir elektrik devresindeki ampul\u00fcn parlakl\u0131\u011f\u0131n\u0131n ba\u011fl\u0131 oldu\u011fu de\u011fi\u015fkenleri tahmin eder ve tahminlerini deneyerek test eder.": 56,
+    "F.6.7.2.2. Elektriksel direnci tan\u0131mlar.": 57,
+    "F.6.7.2.3. Ampul\u00fcn i\u00e7indeki telin bir direncinin oldu\u011funu fark eder.": 58
+  },
+  "layer_norm_eps": 1e-12,
+  "max_position_embeddings": 512,
+  "model_type": "bert",
+  "num_attention_heads": 12,
+  "num_hidden_layers": 12,
+  "pad_token_id": 0,
+  "position_embedding_type": "absolute",
+  "transformers_version": "4.48.3",
+  "type_vocab_size": 2,
+  "use_cache": true,
+  "vocab_size": 32000
+}

pytorch_model.bin

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+oid sha256:c841c3624924e4b2ed981d11c52940c4c6a0c8310b188b94eadddfb090497f01
+size 442716846

special_tokens_map.json

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+{
+  "cls_token": {
+    "content": "[CLS]",
+    "lstrip": false,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
+  },
+  "mask_token": {
+    "content": "[MASK]",
+    "lstrip": false,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
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+  "pad_token": {
+    "content": "[PAD]",
+    "lstrip": false,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
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+  "sep_token": {
+    "content": "[SEP]",
+    "lstrip": false,
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+    "rstrip": false,
+    "single_word": false
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+    "lstrip": false,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
+  }
+}

tokenizer_config.json

@@ -0,0 +1,63 @@
+{
+  "added_tokens_decoder": {
+    "0": {
+      "content": "[PAD]",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "1": {
+      "content": "[UNK]",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
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+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
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+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
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+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
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+  "clean_up_tokenization_spaces": true,
+  "cls_token": "[CLS]",
+  "do_basic_tokenize": true,
+  "do_lower_case": false,
+  "extra_special_tokens": {},
+  "mask_token": "[MASK]",
+  "max_len": 512,
+  "max_length": 256,
+  "model_max_length": 512,
+  "never_split": null,
+  "pad_token": "[PAD]",
+  "sep_token": "[SEP]",
+  "stride": 0,
+  "strip_accents": null,
+  "tokenize_chinese_chars": true,
+  "tokenizer_class": "BertTokenizer",
+  "truncation_side": "right",
+  "truncation_strategy": "longest_first",
+  "unk_token": "[UNK]"
+}