creative writing
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Aventura: Open Source Adventure RP App
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Aventura is a free and open-source frontend application designed for adventure role-playing and creative writing, licensed under AGPL 3. It supports OpenAI-compatible sources and allows users to modify model parameters, despite limited testing due to hardware constraints. Key features include event and character tracking, multiple choice options for storytelling, long-term memory management, automatic lorebook retrieval, and anti-slop automation using LLMs. The app also offers a setup wizard for new scenarios, built-in spell checker, and lorebook classification, while its unique memory system maintains coherence by summarizing and querying past chapters without overloading the main narrative AI. This matters because it enhances the creative process by automating complex tasks, allowing users to focus on storytelling.
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Exploring Active vs Total Parameters in MoE Models
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Major Mixture of Experts (MoE) models are characterized by their total and active parameter counts, with the ratio between these two indicating the model's efficiency and focus. Higher ratios of total to active parameters suggest a model's emphasis on broad knowledge, often to excel in benchmarks that require extensive trivia and programming language comprehension. Conversely, models with higher active parameters are preferred for tasks requiring deeper understanding and creativity, such as local creative writing. The trend towards increasing total parameters reflects the growing demand for models to perform well across diverse tasks, raising interesting questions about how changing active parameter counts might impact model performance. This matters because understanding the balance between total and active parameters can guide the selection and development of AI models for specific applications, influencing their effectiveness and efficiency.