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model

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  1. index.md

    ## InternableComplexAtt class Base class for internable complex attribute. Internable complex attribute should notify parent collection when going to be changed. To learn more, visit the [Aspose.Wo......Words Document Object Model (DOM)](https://docs.aspose....pose-words-document-object-model/) documentation article. ###...

    reference.aspose.com/words/nodejs-net/aspose.wo...
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  2. 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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  3. Saving recognition results|Documentation

    How to get form recognition results in CSV, XML or JSON formats....Model.RecognitionResult class: GetCsv..."pattern.omr" ); Aspose . OMR . Model . RecognitionResult recognitionResult...

    docs.aspose.com/omr/net/recognition/save/
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  4. Streaming-like responses|Documentation

    Aspose.LLM for .NET does not expose token streaming. This page documents the limitation, the workarounds, and the patterns that deliver a responsive user experience without streaming....user sees the reply after the model finishes generating. On a modern...small model Some applications run a small, fast model for an...

    docs.aspose.com/llm/net/use-cases/streaming-lik...
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  5. Document AI Summarization – OpenAI, Google, Cla...

    Aspose.Words for .NET now supports AI-powered summarization with Anthropic Models, enhancing flexibility, speed, and accuracy in extracting key insights....Anthropic generative language models . This is what we will talk...Using Anthropic AI Model Why Use Anthropic Models for Summarization...

    blog.aspose.com/words/enhanced-ai-document-summ...
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  6. Aspose::Words::AI::IAiModelText::CheckGrammar m...

    Aspose::Words::AI::IAiModelText::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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  7. MainGpu|Documentation

    GPU device index in Aspose.LLM for .NET — selects which GPU holds the Model when SplitMode is None....which device holds the entire model. Quick reference Type int? Default...those modes distribute the model across multiple GPUs without...

    docs.aspose.com/llm/net/developer-reference/par...
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  8. AiModel.create method | Aspose.Words for Python

    AiModel.create method. Creates a new instance of [AiModel](../) class....Claude Open in Perplexity create(model_type) Creates a new instance...class. def create ( self , model_type : aspose . words . ai ...

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  9. Aspose::Words::AI::AiModel::Translate method | ...

    Aspose::Words::AI::AiModel::Translate method. Translates the provided document into the specified target language. This operation leverages the connected AI Model for content translating in C++....leverages the connected AI model for content translating. virtual...translate text using Google models. auto doc = System :: MakeObject...

    reference.aspose.com/words/cpp/aspose.words.ai/...
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  10. index.md

    ## InternableComplexAtt class Base class for internable complex attribute. Internable complex attribute should notify parent collection when going to be changed. To learn more, visit the [Aspose.Wo......Words Document Object Model (DOM)](https://docs.aspose....com/words/net/aspose-words-document-object-model/) documentation article. ```csharp...

    reference.aspose.com/words/net/aspose.words/int...
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