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mustafakemal0146/EDA-Turkish-Lyrics-v1

sourceHugging Faceupdated 7mo agoView on Hugging Face

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🎤 EDA-Turkish-Lyrics-v1

<div align="center"> <p><b>Qwen 2.5 3B Instruct Fine-Tuning for Turkish Songwriting</b></p> <p><i>Part of the E.D.A (Expert Digital Assistant) Project</i></p> </div>

🇹🇷 Türkçe

🚀 Model Tanımı

EDA-Turkish-Lyrics-v1, Qwen 2.5 3B Instruct mimarisi üzerine E.D.A projesi kapsamında eğitilmiş bir Türkçe şarkı sözü uzmanıdır. Pop, Rap, Rock ve Arabesk türlerinde yüksek sanatsal tutarlılıkla söz üretir.

🛠️ Teknik Özellikler

—Donanım: NVIDIA A100-SXM4-40GB
—Yöntem: LoRA (Low-Rank Adaptation) & GGUF Quantization
—Adım Sayısı: 3000 (Golden Epoch)
—Hızlandırma: Unsloth 4-bit

📈 Eğitim Grafiği (Training Loss)

[image]

🇺🇸 English

🚀 Model Description

EDA-Turkish-Lyrics-v1 is a specialized LLM for Turkish songwriting. Fine-tuned on A100 using LoRA, it provides high-quality creative output across various genres.

📈 Performance

The training loss decreased from $2.8$ to $1.6$ over 3000 steps, showing strong convergence.

🛠️ How to Use / Kullanım

python

from unsloth import FastLanguageModel
model, tokenizer = FastLanguageModel.from_pretrained(
    model_name = "mustafakemal0146/EDA-Turkish-Lyrics-v1",
    max_seq_length = 2048,
    load_in_4bit = True,
)