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modeling

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  1. Low memory tuning|Documentation

    Fit Aspose.LLM for .NET into a tight memory budget — small model, short context, KV cache quantization, aggressive offload, and memory mapping.... Pick a small model Start with the smallest preset...meets your quality bar: Preset Model size Memory footprint (Q4 +...

    docs.aspose.com/llm/net/use-cases/low-memory-tu...
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  2. Custom prompt formatter|Documentation

    Replace IPromptFormatter in Aspose.LLM for .NET to support custom chat templates or post-process model output....ChatMessage is rendered into the model-ready text before inference...inference, and how the raw model output is cleaned up before the API returns...

    docs.aspose.com/llm/net/developer-reference/ext...
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  3. Archivio

    Archivio...Anthropic generative language models . Questo è ciò di cui parleremo...Using Anthropic AI Model Why Use Anthropic Models for Summarization...

    blog.aspose.com/it/words/enhanced-ai-document-s...
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  4. AiModel.summarize method | Aspose.Words for Python

    aspose.words.ai.AiModel.summarize method...leverages the connected AI model for content processing. def...method utilizes the connected AI model for processing each document...

    reference.aspose.com/words/python-net/aspose.wo...
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  5. PDF AI Copilot|Aspose.PDF for .NET

    This article describes how AI Copilot can be used to process the PDF document with Aspose.PDF library....such as the model, temperature, number of tokens, model instructions...such as the model, temperature, number of tokens, model instructions...

    docs.aspose.com/pdf/net/ai-copilot/
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  6. 在 C# 中配置 AI 模型端点 | AI 模型端点配置 C#

    了解如何在 Aspose.Words 中为 .NET 配置自定义 AI 模型服务端点，并使用它们在 AI 支持的集成中实现更大的灵活性。...Tiếng Việt 中國傳統的 Configuring AI Model Service Endpoints 目录 配置自定义 AI...11 的发布，开发者现在可以配置 custom AI model service endpoints 。此增强功能在与 AI...

    blog.aspose.com/zh/words/configuring-ai-model-s...
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  7. AiModel.Timeout | Aspose.Words for .NET

    Sets how long Aspose.Words waits for AI responses, improving performance and reliability....wait before the request to AI model times out. The default value...Examples Shows how to change model default timeout. string apiKey...

    reference.aspose.com/words/net/aspose.words.ai/...
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  8. PageLayoutEvent | Aspose.Words for Java

    A code of event raised during page layout model build and rendering in Java....page layout model build and rendering. Page layout model is built...triggered build, page layout model may or may not be further rendered...

    reference.aspose.com/words/java/com.aspose.word...
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  9. PageLayoutEvent Enum | Aspose.Words for .NET

    Discover the Aspose.Words.Layout.PageLayoutEvent enum—essential for optimizing page layout events during document rendering and building. Enhance your workflow today!...page layout model build and rendering. Page layout model is built...triggered build, page layout model may or may not be further rendered...

    reference.aspose.com/words/net/aspose.words.lay...
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  10. Features|Documentation

    Capabilities of Aspose.LLM for .NET — local inference, chat sessions, vision input, acceleration, session persistence, and what the SDK does not do....lets you run large language models on your own machine or server...Run models on your CPU or GPU. Input, prompts, and model weights...

    docs.aspose.com/llm/net/product-overview/features/
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