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  1. Aspose::Words::Layout namespace | Aspose.Words ...

    Aspose::Words::Layout namespace. The Aspose.Words.Layout namespace provides classes that allow to access information such as on what page and where on a page particular document elements are positioned, when the document is formatted into pages in C++....to walk over the page layout model. Available properties are type...and rendering of page layout model. Enums Enum Description CommentDisplayMode...

    reference.aspose.com/words/cpp/aspose.words.lay...
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  2. Troubleshooting|Documentation

    Diagnose and fix common Aspose.LLM for .NET problems — binary download failures, out-of-memory, GPU detection, Model load, garbled output, license, performance....or model load failed. See Binary download fails or Model not...InvalidOperationExce during model load Model not loading cudaErrorOutOfMemory...

    docs.aspose.com/llm/net/troubleshooting/
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  3. 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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  4. Aspose::Words::AI::IAiModelText interface | Asp...

    Aspose::Words::AI::IAiModelText interface. The common interface for AI Models designed to generate a variety of text-based content in C++....The common interface for AI models designed to generate a variety...leverages the connected AI model for content processing. virtual...

    reference.aspose.com/words/cpp/aspose.words.ai/...
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  5. Aspose::Words::AI::SummarizeOptions::SummarizeO...

    Aspose::Words::AI::SummarizeOptions::SummarizeOptions constructor. Initializes a new instances of SummarizeOptions class in C++....text using OpenAI and Google models. auto firstDoc = System ::...Google generative language models. System :: SharedPtr < Aspose...

    reference.aspose.com/words/cpp/aspose.words.ai/...
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  6. Providing an image as pixel array|Documentation

    Adding an image as an array of pixels to the spose.OCR for Python via .NET recognition package....following byte array in RGB color model: Because the pixel array does...as well as its color model. Color model Bytes per pixel Pixel...

    docs.aspose.com/ocr/python-net/ocrinput/image-b...
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  7. RepetitionPenalty|Documentation

    Multiplicative penalty in Aspose.LLM for .NET applied to tokens seen recently — values above 1.0 make repeats less likely.... Useful when the model loops persistently, but risks...1.5+ — very aggressive. The model will work hard to use different...

    docs.aspose.com/llm/net/developer-reference/par...
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  8. Summarize a Document|Aspose.Words for .NET

    Summarize a document. Aspose.Words for .NET simplifies document summarization using OpenAI and Google AI Models by allowing you to specify the summary length....summarization using AI-powered models, making it easier to process...advanced generative language models from OpenAI and Google , as...

    docs.aspose.com/words/net/summarize-a-document/
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  9. Aspose::Words::AI::AiModel::CheckGrammar method...

    Aspose::Words::AI::AiModel::CheckGrammar method. Checks grammar of the provided document. This operation leverages the connected AI Model for checking grammar of document in C++....leverages the connected AI model for checking grammar of document...OpenAI generative language models. System :: SharedPtr < Aspose...

    reference.aspose.com/words/cpp/aspose.words.ai/...
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  10. How to find image in word after a specific para...

    how to find image in word after a specific para...Words Document Object Model: https://docs.aspose.com/wo...com/words/net/aspose-words-document-object-model/ For example, you can use DocumentVisitor...

    forum.aspose.com/t/how-to-find-image-in-word-af...
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