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KAP-FinQA-TR-SmolLM2-360M – AI Model by caferkarali | AlphaNeural AI

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caferkarali/
KAP-FinQA-TR-SmolLM2-360M

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KAP-FinQA-TR — SmolLM2-360M

Türkçe finansal soru-cevap için QLoRA ile fine-tune edilmiş model.

Proje

Selçuk Üniversitesi Fen Bilimleri Enstitüsü — Büyük Dil Modelleri Dersi Dönem Projesi
Küçük Dil Modelleri (SLM) ile Çevrimdışı Finansal RAG

Eğitim Detayları

Veri Seti: KAP-FinQA-TR v1.0 (KAP — kap.org.tr)
Yöntem: QLoRA (4-bit NF4, r=8, α=16)
Epoch: 3
Seed: 42

Kullanım

python

from transformers import AutoTokenizer, AutoModelForCausalLM
from peft import PeftModel

tokenizer = AutoTokenizer.from_pretrained("caferkarali/KAP-FinQA-TR-SmolLM2-360M")
# base modeli yükle ve adapter ekle