matrixportalx/Turkce-LLM
TEXT GENERATIONPricing:Input $0.37 / Cached $0.074 / Output $0.38Concurrent Unit Cost:1Model Size:8BQuant:FP8Context Size:8kTool Calling:SupportedPublished:Apr 22, 2025License:apache-2.0Architecture:Transformer0.0K Open Weights Featherless Exclusive Warm
Turkce-LLM is an 8 billion parameter language model developed by matrixportalx, fine-tuned using the LoRA method on the `matrixportal/TR-V1` base model. It is specifically optimized for the Turkish language and culture, utilizing the `matrixportal/turkish-instructions` dataset. This model aims to produce more natural, context-aware, and effective responses in Turkish, contributing to open-source Turkish natural language processing.
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Turkce-LLM Overview
Turkce-LLM is an 8 billion parameter language model developed by matrixportalx, specifically fine-tuned for the Turkish language and culture. It builds upon the matrixportal/TR-V1 base model and leverages the LoRA (Low-Rank Adaptation) method for efficient adaptation.
Key Capabilities
- Turkish Language Optimization: Designed to generate natural, context-aware, and culturally relevant responses in Turkish.
- Fine-tuned with LoRA: Utilizes the
matrixportal/turkish-instructionsdataset for specialized training, enhancing its performance for Turkish NLP tasks. - Open-Source Contribution: Aims to support and advance the development of Turkish natural language processing within the open-source community.
Good for
- Applications requiring high-quality Turkish text generation.
- Research and development in Turkish natural language processing.
- Use cases where cultural nuance and contextual understanding in Turkish are critical.