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model

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  1. Custom preset|Documentation

    Customize a built-in Aspose.LLM for .NET preset or build one from scratch — three patterns for bringing your own parameters or your own GGUF Model....the settings needed to run a model. When a built-in preset does... or a completely different model — you customize it. This page...

    docs.aspose.com/llm/net/use-cases/custom-preset/
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  2. Context parameters|Documentation

    Reference for Aspose.LLM for .NET context parameters — context size, batch, threading, rope/YaRN scaling, flash attention, KV cache types....context — how many tokens the model can attend to, how batching...default” or “derive from the model”. Touch these values only when...

    docs.aspose.com/llm/net/developer-reference/par...
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  3. AiModel.with_api_key method | Aspose.Words for ...

    AiModel.with_api_key method. Sets a specified API key to the Model....a specified API key to the model. def with_api_key ( self , api_key...text using OpenAI and Google models. first_doc = aw . Document...

    reference.aspose.com/words/python-net/aspose.wo...
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  4. Architecture|Documentation

    Understand the layers, runtime flow, and lifecycle of Aspose.LLM for .NET — from the facade API down to native llama.cpp binaries....instance, and how the SDK manages models, native binaries, and memory...operations. Engine Orchestrates model loading, chat session lifecycle...

    docs.aspose.com/llm/net/product-overview/archit...
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  5. OpenAiModel.with_organization method | Aspose.W...

    OpenAiModel.with_organization method. Sets a specified Organization to the Model....specified Organization to the model. def with_organization ( self...text using OpenAI and Google models. first_doc = aw . Document...

    reference.aspose.com/words/python-net/aspose.wo...
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  6. OpenAiModel.WithOrganization | Aspose.Words for...

    Discover how the OpenAiModel WithOrganization method enhances your AI experience by easily setting your organization for optimized performance....specified Organization to the model. public OpenAiModel WithOrganization...text using OpenAI and Google models. Document firstDoc = new Document...

    reference.aspose.com/words/net/aspose.words.ai/...
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  7. Understand quantization|Documentation

    Primer on GGUF quantization levels — Q4, Q5, Q8, F16, BF16, IQ variants. What to pick for your memory budget and quality target....Quantization reduces the precision of model weights from the full-precision...approximate; actual size depends on model architecture and specific quantizer...

    docs.aspose.com/llm/net/how-to/understand-quant...
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  8. 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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  9. 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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  10. LayoutEnumerator constructor | Aspose.Words for...

    LayoutEnumerator constructor. Initializes new instance of this class....layout model to enumerate. Remarks If page layout model of the...updated and new page layout model is created, a new enumerator...

    reference.aspose.com/words/nodejs-net/aspose.wo...
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