WarlordHermes/Magidonia-24B-v4.3-creative-ORPO
WarlordHermes/Magidonia-24B-v4.3-creative-ORPO is a 24 billion parameter Mistral-based model developed by WarlordHermes. Fine-tuned from TheDrummer/Magidonia-24B-v4.3, this model was optimized for training efficiency using Unsloth and Huggingface's TRL library. It is designed for creative applications, leveraging its large parameter count and efficient training to generate high-quality, imaginative text. The model operates with a 32768 token context length, making it suitable for complex and extended creative tasks.
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Model Overview
WarlordHermes/Magidonia-24B-v4.3-creative-ORPO is a 24 billion parameter language model, developed by WarlordHermes. It is fine-tuned from TheDrummer/Magidonia-24B-v4.3 and built upon the Mistral architecture. This model was specifically optimized for training speed, utilizing Unsloth and Huggingface's TRL library, resulting in a 2x faster training process.
Key Characteristics
- Architecture: Mistral-based, 24 billion parameters.
- Training Efficiency: Leverages Unsloth for significantly faster fine-tuning.
- Context Length: Supports a substantial 32768 token context window.
Intended Use Cases
This model is primarily designed for creative applications, benefiting from its large parameter count and efficient fine-tuning. Its capabilities are well-suited for generating imaginative content, extended narratives, and other creative text-based tasks.