Downloads · 30 days
21
13% of all-time downloads
turkish-finance-summarizer
melikegks/turkish-finance-summarizer
turkish-finance-summarizer is a summarization model from melikegks. Use it when you need a shorter version of a longer text. The card lists the license as apache-2.0.
This model is a Turkish financial news abstractive summarization model trained with a custom tokenizer and a custom training pipeline.
All-time downloads
164
Public
Parameters
71.3M
285 MB on disk
Likes
3
Public
Repo makeup
Click a slice to open those files.
.safetensors285 MB · 98%
At a glance
- Task
- Summarization
- License
- apache-2.0
- Model type
- mbart
- Access
- Public
- Created
- Dec 29, 2025
- Updated
- Dec 29, 2025
- SHA
- 8647e358
Model card
From the Hugging Face model README
Turkish Finance Summarizer
This model is a Turkish financial news abstractive summarization model trained with a custom tokenizer and a custom training pipeline.
Model Architecture
- Transformer encoder-decoder
- mBART-style architecture
- Trained from scratch
- No weights initialized from Meta/Facebook mBART checkpoints
Model Details
- Language: Turkish
- Task: Abstractive Summarization
- Domain: Finance / Economy / Markets
- Training: Custom pretraining + fine-tuning
Usage
Load the model and tokenizer using Hugging Face Transformers and use generate() for abstractive summarization.
Notes
- Optimized for Turkish financial news
- Suitable for research and production inference
- Scratch-trained with domain-specific data
- Task
- Summarization
- Type
- mbart
- License
- apache-2.0
- Languages
- tr
- Created
- Dec 29, 2025
- Updated
- Dec 29, 2025